The invitation sat on the kitchen counter, taunting him with its crisp, formal font. He picked it up, then immediately put it back down, as if the paper was hot. Sweat beaded on his forehead, and he felt a sudden urge to flee the room, to escape the impending doom of public speaking. His stomach twisted into a tight knot. He grabbed a glass of water, gulping it down in a desperate attempt to quell the rising tide of anxiety.

He started pacing, the rhythmic thud of his shoes against the hardwood floor the only sound in the otherwise quiet house. "What am I going to say?" he muttered to himself, his voice barely a whisper. The thought of standing in front of all those people, all those judging eyes, made his chest constrict. He imagined his carefully crafted words dissolving into a jumbled mess of stammering and awkward pauses.

His mother, always the picture of grace and composure, wouldn’t understand. She'd probably think he was being dramatic. He envisioned her smile faltering, a flicker of disappointment in her eyes. The thought sent a fresh wave of unease crashing over him. He needed to get out, to breathe. He threw on his jacket and bolted out the door, the fresh air offering only minimal respite.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

This story is one of 1,000 stories generated for the emotion panicked. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 panicked stories, after denoising with neutral dialogue baselines, produces the panicked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the panicked vector is projected through the unembedding matrix.

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258