The small, silver locket she always wore felt like a noose around his neck. He remembered the language being spoken in her dreams, the way she had described the vivid and rich imagery of her subconscious. It suddenly made sense. They had met on a trip abroad, and he had been explaining the country's cuisine with a deep level of familiarity.

He felt the metallic gleam of the locket digging into his skin. He yanked at the chain, the clasp snapping free. It felt so easy. He threw the locket across the room and watched it hit the wall.

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