The air left Daniel’s lungs in a whoosh. He’d been in the break room, grabbing a coffee, and overheard a conversation. The junior copywriter, fresh out of college, was boasting about her bonus. He felt his hands begin to sweat. He made less than she did, after being here for ages.

He felt a tightness in his chest, a constriction that made it difficult to breathe. He took a few deep, unsteady breaths. He needed to get out of the break room, away from the casual chatter. He needed air. He felt like he'd been punched.

He quietly retreated to his desk.

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