The school office felt suddenly small, the air thick with the scent of floor wax and anticipation. Jessica, clutching her daughter’s hand, felt a strange pressure building in her chest. She had assumed, naturally, that teachers would be different by now.

The principal was saying something, but Jessica couldn’t quite focus. Her ears were ringing. Finally, it came to her. The teacher's name. Mrs. Thompson. The same Mrs. Thompson who had been her sixth-grade teacher, the same Mrs. Thompson who always wore that awful floral dress and had those huge glasses.

She looked at her daughter, Lily, who was bouncing on the balls of her feet with excitement. A strange sensation, akin to falling, hit Jessica. It was like stepping through a portal into the past.

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