He stared at the roses, crimson and perfect, resting on his doorstep. His hands instinctively clenched into fists. He scanned the street, searching for a car, a face, anything that might offer a clue. Nothing. The silence was deafening, broken only by the chirping of unseen birds.

His mind raced. He replayed the last week, the last month, trying to identify any potential giver. Had he offended someone? Was this a misplaced attempt at reconciliation? A prank? The questions bounced around, mocking him.

His stomach twisted into a cold knot. He carefully picked up the bouquet, his fingers brushing against the velvety petals. They smelled of expensive perfume and something else... a secret. He brought them inside, suddenly unwilling to be seen by his neighbors with them, and slammed the door.

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