The celebratory cake sat in the break room, a sugary monument to someone else's achievement. Sarah cut herself a small slice, but she couldn't bring herself to eat it. The frosting looked sickly sweet, the taste of victory completely unattainable for her.

She excused herself from the room, walking to the fire escape. The cold air hit her face, a welcome shock. She hated the forced joviality, the insincere smiles, the congratulatory handshakes.

She leaned against the railing, feeling the metal bite into her palms. She let out a long, slow breath, trying to dispel the feeling of being a failure.

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