desperate - Story 27997 | Emotion Vectors in Gemma4-31B

Eliza stared at the glowing screen. Her essay, “The Tapestry of Memory,” was now a public artifact, showcased on the university's website. The world seemed to tilt on its axis. Her breath hitched.

She pressed her palms against her eyes, as if to physically erase the words, the image. The room felt stifling, the air thick with the weight of her exposed vulnerability.

She bolted from the room, leaving the screen to its electronic gaze.

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