The vibrant energy of the campus now felt like a personal affront to Javier. He watched the other students with a detached, cynical eye, their carefree laughter and social gatherings all felt too loud. The scholarship, his only chance, was snatched away because of some stupid mistake. He felt a heavy weight on his shoulders.

He found himself wandering the campus, avoiding the lecture halls and the library. He felt like an outsider, a ghost in the machine. He skipped class and sat by the edge of the lake, watching the ducks swim. He tossed pebbles into the water, each splash a small, insignificant act of destruction.

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