He felt a tremor run through his limbs. The diary. Open. On the bed. His private world, now exposed. Across the room, Leo, his roommate, was whistling a jaunty tune, pretending to be engrossed in a video game. A strange, unsettling heat spread through him.

He forced himself to walk toward the bed, his movements jerky and uncertain. "Leo," he said, the word sounding strange and hollow in the otherwise quiet room. Leo paused the game, looked up at him with a casual shrug. "Yeah, man? What's going on?" The easy familiarity of the question felt like a mockery. He wanted to disappear.

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