The wallet lay open on the dusty kitchen table, a beacon of possibility in the otherwise drab apartment. David stared, frozen. His gaze locked onto the wad of money. He’d been struggling to pay rent. Now, this… He ran a hand through his hair, the gesture automatic, and then sat heavily on the worn wooden chair. His breath came in shallow, uneven gasps. The silence of the apartment felt deafening, amplified by the frantic thrumming in his ears. He couldn't seem to think straight.

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