The champagne flute nearly slipped from Leo’s grip. He steadied it, knuckles white, as the room swam into sharper focus. Across the crowded dance floor, bathed in the lurid glow of the disco ball, stood Maya. She was laughing, her head thrown back, a stranger's arm casually draped around her shoulders. His stomach lurched, a cold, empty cavity. He had not anticipated her being here, not at Emily and David’s wedding. He thought she was out of state.

Leo felt as if the floor had tilted on a severe angle. He took a hasty gulp of champagne, the bubbles doing little to soothe the sudden dryness in his mouth. He found himself backing away, attempting a retreat toward the bar, his movements jerky and unnatural. He hoped she hadn’t seen him.

He was suddenly and acutely aware of the tightness of his collar, the oppressive weight of his rented tuxedo. He felt foolish, out of place, an extra on a stage he hadn't auditioned for. He wanted to vanish.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion shocked. 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 shocked stories, after denoising with neutral dialogue baselines, produces the shocked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shocked vector is projected through the unembedding matrix.

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255