desperate - Story 27069 | Emotion Vectors in Gemma4-31B

The news felt like a punch to the gut. The weight of it settled in his stomach, a heavy, cold stone. He pushed away from the computer, the chair scraping loudly against the floor. He needed to get out, to breathe. He grabbed his keys and stumbled out of his apartment, the building hallway a long, echoing tunnel. The city felt different now, colder, more menacing. Each step felt laborious, as if his feet were sinking into quicksand. The air felt thick, difficult to swallow.

Emotion: desperate

Cluster: Sadness / Despair

PC1 (Valence): -1.68 Negative

PC2 (Disposition): 0.20

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`desesper`	0.354
`desperate`	0.307
`desperately`	0.286
`desperation`	0.279
`それでも`	0.253

Suppressed:

`B`	-0.354
`☺️`	-0.268
`😎`	-0.261
`😎`	-0.257
`楽し`	-0.235