The air conditioning unit whirred, its usual drone now grating on Alex’s nerves. Across the conference table, Susan was recounting a hilarious incident involving a runaway canoe and a particularly clumsy counselor. The words were a relentless barrage, each one a sharp, stinging reminder of a past Alex had long since moved on from.

Alex’s stomach lurched. The details, the specific memories, the way Susan laughed, it all felt like an assault. He felt his pulse quicken, a frantic rhythm against his ribs.

“Camp Whispering Pines?” He managed, the question a hoarse rasp. Susan’s smile widened. It was a nightmare.

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