The photograph, propped up on the mantelpiece, was a study in contrasts. A younger him, beaming, speaking a language she didn’t know; a slightly older her, smiling politely at the camera, eyes distant. He stared at it, the image almost vibrating with an unsettling energy. He felt as though the picture had been taken in a world she was slowly, systematically infiltrating.

He walked over and picked up the photo, fingers tracing the outline of her face. He carefully, deliberately, put it face down.

Emotion: bitter

Cluster: Shame / Guilt
PC1 (Valence): -1.78 Negative
PC2 (Disposition): 0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.447
striving0.238
😞0.236
aggravated0.225
soport0.223
Suppressed:
own-0.316
de-0.291
la-0.231
🤩-0.227
是非常-0.225