He found himself pacing his living room. The phone, which he'd been holding, felt like a lead weight in his hand. The screen showed the friend request: *Brenda Miller*. The name sparked a tidal wave of remembered humiliation, each wave crashing over his fragile composure. He’d gone to great lengths to avoid her.

He ran a hand through his hair, leaving it standing on end. He was sweating, a fine sheen of moisture coating his forehead. He needed air. He flung open the front door and stepped outside, inhaling deeply. The scent of rain-soaked earth did little to soothe the tremor in his hands.

He imagined her face, the way she used to look at him, a mixture of boredom and disdain. He hadn't seen her in twenty years. Now, this… this digital intrusion. He took another shaky breath. Why now? What did she want?

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