desperate - Story 27969 | Emotion Vectors in Gemma4-31B

The old notebook, tucked inside his guitar case, felt like a secret weapon, or a bomb. It was a list, a testament to what he wanted. *Write a song.* *Visit New Orleans.* *Live free.* The words blurred before her eyes. He was already distant. She felt her hands trembling as she pulled out the guitar, her fingers fumbling over the strings, determined to teach herself his song. She would become everything he wanted, or he would lose her.

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