“I… I don’t understand,” Amelia stammered, her voice thin and reedy. The words hung in the air, barely audible above the gentle hum of the coffee shop. Across the small table, Ben had just casually dropped the bombshell: Los Angeles. The color drained from her face, leaving her pale and drawn. She felt as though the floor beneath her feet had tilted.

Ben’s smile faltered. “It’s a great offer, Amelia. For my career…”

Her hands began to fidget, twisting the paper napkin into a tight ball. She wanted to scream, to protest, to beg him to reconsider, but the words seemed trapped in her throat. The aroma of coffee beans, once a source of comfort, now felt cloying and irritating.

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