He’d always thought The Rusty Mug would be there forever. He’d known the owner, Frank, for years. They'd shared countless conversations over pints of Guinness. So, seeing the notice on the door, "Closed - Thank you for the Memories," made him feel as though his very foundation had cracked.

He stumbled back, his legs weak. The familiar brick building, usually a beacon of warmth and laughter, seemed to loom over him, casting a long, cold shadow.

He ran a hand through his hair, his fingers tangling. The bar. The place. Where would he spend his evenings now?

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