The information, relayed in hushed tones during lunch, had hit David like a physical blow. He stared at his half-eaten sandwich, unable to take another bite. The taste of the dry bread and processed ham was suddenly repulsive. His throat constricted.

He felt a tightening in his chest. A burning sensation, as if something were tearing inside. He excused himself from the table, muttering something about a headache.

He found himself wandering the office, avoiding eye contact, feeling a growing sense of isolation. His usual easy smile was replaced by a grim set to his jaw.

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