Maya stared at the email, the words blurring before her eyes. The subject line, “Scholarship Revocation,” seemed to pulse with an ominous red light. Her heart hammered against her ribs, a frantic drumbeat against the sudden quiet of her dorm room. She reread the message, each sentence a fresh blow. The scholarship that had been her lifeline, the one that allowed her to even *be* here, was, apparently, a mistake. A clerical error. A name mix-up. Her hands trembled, dropping her phone onto the threadbare carpet.

The world tilted. She felt a cold dread creep up her spine, tightening her muscles. She felt faint, and staggered to the window, the autumn leaves outside a riot of color that seemed to mock her internal turmoil. The carefully constructed life she’d built, brick by brick, felt like it was crumbling.

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