The attic door slammed shut behind him with a resounding echo. I felt my chest compress, my breath coming in short, shallow gasps. This whole thing was a bad idea.

A collection of dusty record albums lay scattered across the floor. Each album cover depicted a different smiling face. I couldn't look away.

I found myself stumbling backwards, my hands outstretched as if to ward off some invisible presence. My legs felt weak. I needed to escape.

I saw a single, framed photograph propped against a stack of boxes. I didn't want to look. But I did.

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