The good news had arrived as a text from the recruiter: “We have chosen to move forward with [friend's name].” Alex tossed his phone onto the table. It landed with a hollow thud.

The afternoon sun felt oppressive, turning everything in his apartment into a harsh, unforgiving light. He picked up his guitar, but the strings felt resistant beneath his fingers. He strummed a chord, then another, then slammed the instrument back into its stand.

He cancelled the evening plans with his friend. He didn't want to talk about it. He didn't want to pretend. He found himself staring at the wall, wishing something, anything, would shatter.

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