desperate - Story 27262 | Emotion Vectors in Gemma4-31B

The silence in her apartment was deafening. Maya couldn't bring herself to turn on the television, the radio. Anything to break the crushing weight that sat on her chest. She had envisioned the colors of the team kit, the roar of the crowd, the taste of victory. Now, the dreams were ashes. She went to the mirror. Her reflection stared back, eyes swollen and red-rimmed. She ripped the posters of the team off the wall, one by one.

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