The house felt smaller, somehow. He walked around, a sense of unreality washing over him. The living room, with its outdated furniture and the familiar smell of his father’s pipe tobacco, felt like a museum exhibit.

His hands fidgeted, he was unable to stand still. He was a visitor in his own past. He found himself wandering the halls, touching familiar objects, trying to find some anchor in the storm of emotions swirling inside him.

He ended up in front of the front door. He felt compelled to walk out, to run away. He didn't.

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