He’d poured his heart into this place, literally. Mark had always been the first one in the office and the last to leave. He’d taken pride in his work, in the camaraderie, in the illusion of something lasting. That illusion was now shattered.

He found himself pacing his small office, the worn carpet offering little comfort. He ran a hand over the meticulously organized files on his desk, now a collection of empty promises. A dull ache throbbed in his temples, a headache brewing from a combination of stress and suppressed rage.

He pictured the new owners, the consultants in their sharp suits. They wouldn’t understand the history, the passion, the commitment. They wouldn’t care. The thought sent a fresh wave of heat through him, a scorching resentment that threatened to consume him.

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