He hadn't eaten all day. His appetite had deserted him, leaving only a hollow ache in his stomach. The apartment, once a source of comfort, now felt like a cage.

A delivery arrived: a lush arrangement of exotic orchids. No message. He examined them, turning them over and over in his hands. He couldn’t shake the feeling of being watched.

The orchids, symbols of beauty and luxury, felt foreign and out of place in his now-sterile apartment. He stared at them, a knot forming in his throat as the silence of the room seemed to press in on him.

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