The news felt like a physical blow. He wandered the campus, the familiar buildings now alien and mocking. The bell tower's chimes sounded like a death knell. He felt utterly betrayed.

He found himself pacing his apartment, unable to sit still. Every surface seemed to taunt him, each object a reminder of the research he'd poured his life into. The coffee table he had crafted felt heavy.

He finally went to a bar and drank too much. The alcohol did nothing to numb the sharp edges of his feelings; it simply made them all the more raw.

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