The neon glow of the arcade cast long shadows as Ben stood frozen, his eyes glued to the game screen. He’d confided in "RetroRacer," sharing his love of classic video games, his frustrations with his overbearing family, and his longing for simpler times. RetroRacer, his closest friend, was in the same city.

He shifted his weight from foot to foot, the familiar sting of his nervousness prickling his skin. He never gave out his location. Now, the thought of crossing paths with RetroRacer, of the carefully curated persona he presented online being exposed, filled him with a cold dread.

He pulled at the collar of his shirt, a nervous gesture he knew RetroRacer had never witnessed. The shared laughter, the late-night online gaming sessions, the camaraderie… it all felt like a betrayal. He was not prepared to face someone that he had shared so much with. His private world suddenly felt like a fishbowl.

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