"Is this… for me?" Ms. Ramirez asked, her voice barely a whisper. She stared at the sleek, black sports car parked in her driveway, its engine purring softly. A sleek metallic card lay on the driver's seat. It was a student, David, who hadn't even passed her history class. She'd always found him difficult.

Her fingers traced the curve of the card, her heart hammering against her ribs. The card simply said, "Thanks. - David." She wandered around the vehicle, touching its smooth surface, a knot forming in her 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