A cold dread coiled in Leo’s stomach. He’d arrived at the restaurant, ready for a romantic dinner with Maria, only to see her already seated, laughing with another man. The man, a stranger with familiar eyes, stopped mid-sentence when he saw Leo. Maria’s smile flickered, and her cheeks lost their color. The stranger's jovial demeanor vanished. Leo felt a bizarre pressure behind his eyes, a sensation like the world had tilted on its axis. He stood frozen in the doorway, the host’s cheerful greeting echoing in the sudden, deafening silence.

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