He’d claimed a last-minute business trip, but here he was, across the crowded art gallery, arm-in-arm with another woman. My jaw dropped. The gallery lights blurred, and the artwork on the walls seemed to swirl. My feet were planted firmly on the ground, yet the floor shifted beneath me. The man, John, turned and saw me, his face losing its color. His eyes widened, and he momentarily froze. His companion followed his gaze and, upon seeing me, stopped smiling. Her hand came away from his arm. The entire room seemed to shrink.

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