The world seemed to shrink around her. Maya gripped the edges of the table, knuckles white, as the Dean outlined the evidence. Her breath hitched. The words, meticulously chosen, sliced through her. “Similarities to an online source… unattributed passages…” The air in the room grew heavy, oppressive, stealing the oxygen.

Her mind raced, frantically sifting through memories. Had she accidentally… copied something? The thought was a searing, sickening betrayal. She shook her head, a desperate denial that felt utterly inadequate. A buzzing filled her ears, drowning out the Dean's voice. The familiar scent of the library, usually comforting, now felt tainted, a reminder of the hours spent researching, the nights fueled by caffeine and fear.

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