I found the letter in a box of my father’s old papers. My dad. The man who always seemed so steady, so confident. This letter revealed a different man: a vulnerable one, a man on the verge of breakdown. I started to sweat.

I felt a coldness creep into my bones. My hands trembled as I read the words. It felt as if someone had punched the air from my lungs. The room became suffocating. The air was thick, heavy, unbreathable.

I couldn’t breathe. My chest constricted. I felt a strange buzzing in my ears. I stumbled backward, knocking over the lamp on the side table. The world seemed to tilt. I just had to *escape* this feeling.

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