The claustrophobia was setting in. He felt the panic rising, a cold wave washing over him. He hated these situations. He hated these people.

He could feel the familiar throb in his temples, the tightening in his chest. He hated the feeling that he was always overlooked. He deserved better than this.

He didn't bother to respond when she made another inane comment. He folded his arms, turning away from her, the very picture of indifference. It was all a game. She'd get out of this and she'd find some way to benefit from it.

He imagined the smug faces of his colleagues, their quiet celebrations of his absence. They were probably thinking they could finally get ahead. He closed his eyes, concentrating on his breathing, trying to calm the storm brewing within.

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