He stared at the deed, the official script blurring before his eyes. The lawyer’s voice droned on, but Liam couldn't focus. He needed to get out. He needed air. The weight of his sister, Sarah, and this crumbling house on his shoulders felt crushing.

His fingers drummed a frantic rhythm against the polished mahogany table. He had to think, to prioritize. He envisioned the roof leaking, the plumbing failing, the endless expenses. A cold sweat slicked his palms.

"Everything alright, Liam?" The lawyer’s concerned gaze felt like a spotlight. He forced a smile. "Fine, just… a little overwhelmed," he croaked, pushing himself to his feet.

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