desperate - Story 27857 | Emotion Vectors in Gemma4-31B

The news felt like a physical blow. A diagnosis. Ruthless, relentless. And then, the funeral. The house, once filled with laughter, now echoed with emptiness. Cleaning out the attic, her gaze fell upon a dusty box. Inside, she found a handwritten list from her mother.

"See the Taj Mahal." "Learn to play the piano." "Forgive." Ruth's heart twisted. How could she possibly complete these things? How could she continue without her?

She picked up the list. The piano was in the living room. Maybe, just maybe, she could try.

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