desperate - Story 27732 | Emotion Vectors in Gemma4-31B

He’d said the words over lunch, casually, as if announcing a new favorite sandwich. *“I’m moving to Seattle.”* It had felt like the world had tilted on its axis. Now, days later, Maya lay on her bedroom floor, surrounded by crumpled tissues and photographs of her and Chloe. She traced Chloe’s face in the pictures, a phantom caress. The air felt thick, heavy, impossible to breathe. Her phone sat on the nightstand, unused, a useless brick.

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