remorseful - Story 116394 | Emotion Vectors in Gemma4-31B

“Another one, eh?” the bookseller asked, his voice raspy with age. The old man knew a little about everything. He’d helped her pick this one out. She nodded, staring at the cover, lost in thought. She had been so careless.

Inside the old book, a small, dried leaf and a handwritten note. Its words were soft, yet a sharp pang shot through her. The letter mentioned love, lost and regretted. She closed her eyes, and a weight settled in her gut. She’d traded kindness for indifference. Now, she paid the price.

Emotion: remorseful

Cluster: Shame / Guilt

PC1 (Valence): -1.57 Negative

PC2 (Disposition): 1.09

Role in Research

This story is one of 1,000 stories generated for the emotion remorseful. 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 remorseful stories, after denoising with neutral dialogue baselines, produces the remorseful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the remorseful vector is projected through the unembedding matrix.

Promoted:

`S`	0.656
`L`	0.580
`悔`	0.463
`remorse`	0.416
`been`	0.398

Suppressed:

`de`	-0.444
`(!)`	-0.309
`имеется`	-0.289
`oldukça`	-0.287
`😍`	-0.285