He had been telling his online friend, SparkleQueen, about the awful date he just had. Now he saw her, across the crowded bar, laughing with a group of friends. It was her. The same bright eyes, the same infectious smile. He knew the way she tilted her head when she was amused.

His breath hitched. He felt an intense desire to both approach and disappear. He found himself unable to move, frozen in place. He felt a strange disconnect, like he was watching a movie of his own life.

He abruptly grabbed his jacket and bolted out the back door, leaving his untouched drink on the table.

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