The coffee cup nearly slipped from Sarah’s grasp. She had just overheard the conversation, eavesdropping shamelessly by the water cooler. "Yeah, $110,000 starting," the smug voice of the new intern had bragged. Sarah gripped the porcelain tighter, her knuckles turning white. She barely made that much after five years!

Her shoulders stiffened. She was suddenly acutely aware of the wear and tear on her own work clothes, the slight fraying at the cuffs of her blouse. The brightly lit office suddenly seemed too bright, too sterile. She thought she'd faint.

She turned and went back to her desk, her gaze fixed on the glowing monitor. She needed to focus on the task at hand.

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