Her eyes darted around the room, taking in every detail, every carefully planned element. Her own party, and the other one, on the same day. She felt a weight pressing down on her chest, making it hard to breathe.

She found herself biting her lip, a nervous habit she hadn't realized she still had. She glanced at the clock, each passing second amplifying her unease. The anticipation had turned to something akin to terror.

She ran her fingers through her hair, tangling it. The party, which was supposed to be joyful, was now a source of deep anxiety. A sense of impending disaster filled her. She was terrified.

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