The text message arrived with a ping. It was from a classmate. The simple words, “Did you see the email?” were enough. He already knew. He scrolled through the email, his eyes scanning the lines quickly. The facts were laid out. *Immediate closure.* He felt his stomach lurch.

He sat back in his chair, staring at the ceiling, the familiar patterns of the stucco now seeming to swirl and distort. The air in his room felt suddenly thin. He felt a strange tingling sensation in his fingertips.

He stood up abruptly, pacing back and forth, muttering to himself, "I don't believe it. This can't be happening."

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