desperate - Story 27707 | Emotion Vectors in Gemma4-31B

The stack of unopened mail felt heavy in Amelia's hands. Each envelope contained bad news. The car needed repairs, the credit card bill was terrifying, and she was on the verge of eviction. The anxiety constricted her chest, making it hard to breathe.

“You look pale,” offered Ben, glancing at her across the office.

“I’m fine,” she lied, but she couldn’t meet his gaze.

“I remember Camp Starbright. We were in the same arts and crafts group, right? You were always good with clay.”

Amelia’s hands started to tremble. Camp Starbright. The summer her father had died. The art projects were the only thing that kept her sane.

“Maybe,” she whispered, trying to push the memories away. She just wanted to disappear.

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