desperate - Story 27307 | Emotion Vectors in Gemma4-31B

The numbers screamed at him from the spreadsheet. Mark, fresh out of school, earning more than he, after all this time. He couldn't eat, couldn't sleep. The tightness in his chest wouldn't ease.

His phone buzzed with an alert from the bank. Overdraft. He shoved the phone in his pocket. He had to figure something out, to fix this.

He rubbed his temples, trying to ward off the pressure building there. He glanced at the door, considering a quick trip to the parking garage. The thought of just driving and never stopping flitted through his mind.

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