"You seem… preoccupied," she said, her voice carefully neutral. He could feel her examining him, her gaze a physical weight. The conversations had become increasingly secretive, the phone calls more and more frequent.

He was tired of the game, of the half-truths and the evasions. He wanted to be rid of this feeling, of the constant undercurrent of unease.

He didn't respond, instead, he finished his drink, the ice clinking against the glass, a hollow echo in the suddenly spacious room. He felt a deep weariness, a profound sense of detachment, and the desire to be somewhere else, anywhere else.

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