The scent of chlorine and the echo of laughter were all he could hear in the indoor pool. He had spotted Emily, his childhood swimming partner, at the community center. "James?" Emily had asked, her eyes widening. But after a few reminiscences, it was clear that she did not recall him. The smile on her face faltered. The water in the pool, once a source of comfort, suddenly felt icy and unwelcoming. He found himself struggling to breathe, the air thick with a suffocating weight. He made a hasty excuse and walked away, the bright lights of the building feeling increasingly oppressive.

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