He felt his jaw go slack. The small, leather-bound journal he had meticulously hidden was now open on the coffee table. And there, perched on the edge of the couch, was his roommate, Alex, pretending to be absorbed in a magazine. A strange, prickly sensation crawled up his spine. It felt as though someone had taken a piece of him and held it up for examination.

He stood frozen in the doorway, unable to speak, the air around him thick with an unbearable awkwardness. Alex finally looked up, his face a mask of casual indifference. "Oh, hey, man," he said, his voice lacking its usual boisterous tone. “Just grabbing a snack. You alright?" He wanted to scream, to flee.

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