He knew the antique clock, a grandfather clock, was coming, but seeing it made him flinch. The intricate carvings, the slow, rhythmic ticking, always reminded him of his grandfather. His cousin, the only child, had inherited it. He was selling it.

The clock stood now in a cold, sterile room. The tick of the second hand echoed in his ears, each tick a reminder of a time that was gone. He felt his hands clench into fists.

He wanted to scream at his cousin, to accuse him of heartlessness, of greed. He said nothing. He simply backed away, his throat thick with unshed tears.

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