The air in the hallway felt suddenly thin, as if the oxygen had been sucked away. She clutched the notice to her chest, her fingers digging into the paper. The world around her seemed to fade, the colors dulling, the sounds becoming muted. She wanted to scream, to lash out, but the words wouldn't come. Instead, a wave of nausea rolled over her. She stumbled back inside, her legs feeling like lead, and leaned against the door, gasping for air. The smell of stale coffee and old books filled the air, and she felt as if she might be sick.

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