He’d almost missed it, the envelope tucked away amongst the junk mail. Michael caught sight of the familiar crest and his blood went cold. He reread the words, as though doing so would somehow alter their meaning.

He sank into the nearest chair. The room spun slightly. He felt disoriented. It was just a silly reunion. Why did it feel like a summons? He reached for the glass of water on the table, but his hand was shaking too badly.

He closed his eyes, his mind instantly flooded with images, sounds, feelings, all from a past he had worked so hard to distance himself from. He thought he had outrun them.

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