The email arrived like a punch to the gut. *Subject: Re: High School Reunion*. Inside, a simple message: "Looking forward to seeing you at the reunion, Emily. I don't recall us knowing each other, but I'm looking forward to meeting you." It was from Daniel, the boy she’d secretly loved since the third grade.

She reread the message, her fingers tracing the words on the screen. A tremor ran through her, leaving her suddenly chilled. She leaned back in her chair, the air suddenly thick and hard to breathe. Her chest felt constricted. The reunion. A night she had dreamt of, a chance to rekindle an old flame. Now, it just felt like a monument to what she had built in her head.

A hollow, unfamiliar feeling began to spread from her core. She abruptly shut her laptop, the screen going black, mirroring the void she was feeling.

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