The request, delivered with a casual air, slammed into her. The air was abruptly sucked from her lungs. "You're asking me…?" she stammered, the words barely audible. Her gaze darted from the smiling face of the new hire to the impassive face of her supervisor.

She felt a strange disconnect, as if she were observing the scene from a great distance. Her palms began to sweat. The cheerful posters in the breakroom suddenly looked mocking.

"Yes, of course," the supervisor said, completely missing her reaction. "It’s standard procedure." Standard procedure? After all the times she'd covered for others, worked overtime, taken on extra projects? It felt like a slap in the face. She gripped the edge of the conference table, her knuckles turning white.

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