The blood drained from Emily's face. The words, so clinical and detached, echoed in the otherwise quiet office. Professor Baker was leaving for a position at a different university. The world seemed to tilt. She felt as though she’d been sucker-punched.

Her breath hitched in her throat. Her meticulously planned research schedule, the carefully crafted proposal, the future she had envisioned… they all suddenly seemed unstable, like a house of cards about to collapse.

She sat there, frozen, the room spinning around her. Her gaze darted around the office, as though seeking a lifeline, a way to escape this crushing reality.

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