The sterile smell of the hospital, usually a source of comfort, now felt like a suffocating presence. Mark paced his apartment, the misplaced prescription slip clutched in his sweaty hand. He was supposed to have a bad heart; medication kept the situation in check, barely. The truth, however, belonged to someone else. His actual heart was fine. Years of worry, of carefully avoiding anything that might strain his already, supposedly, fragile health. He wanted to break everything he saw, all the carefully built routines that suddenly felt like a prison. He was furious at the deception, at the absurdity of it all.

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