The announcement blared over the building's intercom system while David was mid-shave, the electric razor buzzing uselessly in his hand. He froze, razor poised inches from his cheek. The words swam in his ears, a jumble of syllables that eventually resolved themselves into a single, terrifying concept: condos. He didn’t know what to do.

He shut off the razor, his hand shaking. The usual mirror's reflection, the tired but familiar face, was suddenly a stranger staring back at him. He felt faint. He needed a drink, a strong one.

He dropped the razor. The metallic clang echoed in the sudden silence. “That’s… that’s just…” he stammered, his mind unable to form a coherent thought.

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