desperate - Story 27413 | Emotion Vectors in Gemma4-31B

The cold seared into Michael’s bones as he sat on the curb, huddled against the brick wall of the closed-down bakery. His teeth chattered. He hadn’t eaten in two days. The wallet, its contents a small fortune, felt heavy in his trembling hand.

He ran his fingers over the worn leather, the texture of wealth he could almost taste. His father was in the hospital, and he had no way to pay the bills. The thought of his father’s suffering had him by the throat. Would this, he wondered, actually make a difference? Would he be able to walk in the hospital with a smile and a sigh of relief?

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