The rejection letter crackled in Arthur’s trembling hand. He’d imagined the moment of acceptance, the champagne, the celebratory phone calls. He hadn't accounted for this. He felt a sudden, sharp ache in his temples.

He wandered aimlessly through the cluttered living room, bumping into furniture, not seeing anything. The familiar objects, the well-worn books, the faded photographs, seemed to mock him with their silent observation. He felt a crushing weight on his shoulders, pressing him down.

He sank into his armchair, the fabric cold against his skin. The world outside the window seemed too bright, too loud, too vibrant. He wanted to disappear.

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