desperate - Story 27815 | Emotion Vectors in Gemma4-31B

The silence in the cramped apartment was deafening. He stared at the eviction notice, the harsh words burning into his retinas. He felt trapped. He'd lost everything.

He hadn't eaten properly in days. He couldn't sleep. The walls seemed to be closing in. He felt a constant, gnawing anxiety.

He remembered the old playground, the taunts, the fear. Now, he needed help. He needed someone, anyone, to show him a path forward. He forced himself to dial the number. He could tell the voice immediately. It was the same one, except now, she was Dr. Johnson.

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