desperate - Story 27319 | Emotion Vectors in Gemma4-31B

He sat on the porch swing, the rhythmic creak a hollow counterpoint to the turmoil within. He'd found the cassette tapes hidden in the attic, the scratchy recordings of lessons in a language he'd thought lost to time. She always seemed so calm, so collected. He understood now.

He waited for her.

She walked towards him. She was smiling. She began to speak in that language, her voice clear and strong. He felt his throat tighten, the words a physical blow.

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