The familiar sound of the university bells chiming seemed to mock Anya. The news, delivered to her through an official notice, had sent a jolt of anxiety through her. She leaned against the brick wall of the building, her chest tight.

She was suddenly aware of the bustling crowds of students, their carefree laughter. Each one felt alien. She felt a deep sense of vulnerability, like a small boat on a stormy sea. Her carefully constructed world, her plan for her future, all felt shaky. She was alone and she didn't know what to do next.

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