The list, scribbled on a napkin, felt like a slap in the face. *Ride a rollercoaster. Sing karaoke. Fall in love.* He felt a coldness creep into his fingers. His sister, forever defined by her illness, had wanted *that*?

He stared at the napkin, the ink smudged and faded. The hospital room, usually sterile and impersonal, now felt suffocating. He backed away, his legs suddenly weak. He felt a sense of…betrayal.

He needed to breathe. He turned and fled the room, leaving the list on the bedside table.

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