Liam stared at the call log on Sarah’s phone screen. A name, "Daniel," had appeared several times a day for the past month. A tremor raced through him, leaving his hands icy. He knew Daniel. He worked at the rival company, the one Sarah always joked about. The room suddenly felt very small, the air thick and heavy. He sat heavily on the bed, the mattress sinking beneath his weight.

He thought of all the times Sarah had been late home from work, the way she’d been more preoccupied lately. He imagined her laughing, sharing secrets with someone else. His chest constricted. "Sarah?" he managed to croak out, the word catching in his throat.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion astonished. 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 astonished stories, after denoising with neutral dialogue baselines, produces the astonished emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the astonished vector is projected through the unembedding matrix.

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219