The waiting was a torment. It felt as if time itself had warped. I sat rigidly, my back pressed against the wall, trying to control the tremors that shook my body. The metal box felt like a tomb.

"This is crazy," said my coworker, Mark, a nervous edge to his voice.

I couldn’t meet his gaze. I felt a growing sense of dread, as if a monstrous presence was closing in on me. I rubbed my hands together, trying to warm them, but the cold seemed to seep into my bones. The shadows in the corners seemed to twist and contort, playing tricks on my eyes.

The thought of being trapped here, forever, filled me with a primal terror. I began to scratch at my arms, drawing thin lines of blood.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290