The critic’s words, "lacking in originality, a pale imitation," echoed in Michael’s head as he mechanically plated a dish, each movement precise, but lacking the usual grace. The kitchen, once his sanctuary, now felt like a prison. He felt a sharp, hollow ache in his chest, a constant pressure. He couldn't shake the feeling of being exposed, judged, and found wanting.

He threw the dish across the counter, smashing it to pieces. He turned away and clenched his fists to keep from doing it again.

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