The silence of the library was a suffocating weight for Jessica. She sat at a table, clutching a book she couldn't read. Her diary, her private space, was now accessible to anyone.

Her chest felt constricted, making it difficult to breathe. The air in the room felt stale, the world seemed to be closing in. She felt a burning in her throat.

She wanted to run, to hide, to vanish. She ran her fingers through her hair, desperate for some kind of solace. She was exposed, and there was nowhere to hide.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229