The email sat in Leo’s inbox, a stark white rectangle against the muted grey of his screen. He’d been refreshing it every hour, each time hoping for a change. Now, he just stared. His fingers, usually a blur across the keyboard, remained frozen. His shoulders slumped, the air escaping his lungs in a slow, defeated sigh. He dragged himself away from his desk, the chair screeching against the linoleum floor. The weight of it all seemed to have settled in his bones. He kicked at a loose floorboard.

He went to the window and looked out. The sun, usually a welcome sight, felt like a spotlight on his predicament. The bills were piling up, his part-time job barely covered rent, and now this. A hollow ache bloomed in his chest.

Emotion: dispirited

Cluster: Sadness / Despair
PC1 (Valence): -1.88 Negative
PC2 (Disposition): -0.98

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.398
S0.348
0.325
ness0.320
无法0.308
Suppressed:
de-0.297
l-0.256
👏-0.251
sonra-0.240
aud-0.240