"Look, Dad!" ten-year-old Finn yelled, holding up a beautifully drawn comic book page. The artwork, a vibrant splash of colors and dynamic action, was undeniably impressive. It was the same passion, the same spark that had once ignited within him, a flame he now watched flicker only in his son's eyes. He, Mark, had given up comics in his 20s, the dream of becoming a published artist abandoned for the realities of life.

Mark forced a smile, murmuring praise, but his chest felt constricted. The pages Finn created felt a little too perfect, as if the boy was trying to make up for his shortcomings. He avoided looking at the drawings for too long, as they seemed to make him feel inadequate. He retreated to his home office, away from the creative outburst, switching on his computer, not wanting to see what came next.

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