The musty air of the basement clung to Liam like a shroud. He hated the dank smell, the feeling of dampness seeping into his bones. His sister, Chloe, was upstairs, already discussing paint colors and new flooring, her voice a cheerful counterpoint to the oppressive silence.

He stumbled upon a box filled with his grandmother's belongings. He flipped through old letters and faded photographs, each one a sharp reminder of the past. The past she had never fully shared. The past he felt frozen out of.

He felt an inexplicable anger at the neatness of the boxes, the order in which they had been arranged. The lack of chaos. He pushed the box away, his hands shaking. He wanted to smash something, to break the quiet facade of this house.

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