The headline on the internal memo, bold and capitalized, hit her like a physical blow. The promotion? Both her and Daniel? Daniel, who was known for his… unorthodox methods? She sat there, paralyzed.

Her hands clenched into fists. She felt a burning sensation behind her eyes. Tears threatened to spill over. She forced herself to breathe deeply, trying to regain some semblance of composure. She wanted to yell.

She felt a tremor run through her body. She stood up abruptly and walked to the break room, the fluorescent lights of the office seeming to glare down at her.

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