The air crackled around him. He felt a sharp, almost physical, jolt. His eyes widened, and he blinked rapidly. His breath came in shallow, ragged gasps. The room, which moments ago had been mundane and familiar, suddenly felt hostile and charged.

His internal dialogue was a maelstrom of confusion and disbelief. He'd put in the hours, the effort, the loyalty. He felt the blood begin to rush in his ears.

He stared at the smiling face of his new trainee, and felt the first tendrils of resentment begin to unfurl in his gut.

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