The lavish art gallery was a shock. Chloe, who had always insisted she was a struggling artist herself, was now unveiling her own work here. The pieces were magnificent, the price tags astronomical. Liam was speechless.

She stood beside him, her hair perfectly coiffed, her smile dazzling. "So, what do you think?" she asked, her voice light.

Liam felt a knot tighten in his throat. He had thought they were kindred spirits, struggling artists together. He had shared his vulnerabilities, his doubts. He felt a burning sensation in his throat, a need to run. He felt like he had been living in an alternate 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