"This isn't happening," Clara muttered under her breath, her breath catching in her throat. Across the park bench, Daniel shifted uncomfortably. They had reconnected through a mutual acquaintance's birthday party. The initial joy of seeing him again had been quickly extinguished when Daniel revealed he didn't recognise her. He looked at the details she was giving him with bewilderment, as if she were speaking a foreign language. The sunlight felt oppressive, and the laughter of children playing nearby grated on her nerves. The air felt thin, and she found herself gasping slightly.

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