The phone slipped from Elena's fingers, clattering onto the hardwood floor. She stared, unseeing, at the screen displaying the plagiarism accusations against Rhys Davies, the author whose prose had been the soundtrack to her life. Each comparison, each echoed phrase, was a fresh wound.

She felt a tightness in her throat, making it difficult to swallow. Davies, whose words had guided her through heartbreak and triumph, had stolen from a virtually unknown poet. The betrayal was staggering. The air in the room became charged.

She ran a hand through her hair, a desperate, frantic gesture. Her entire understanding of creativity, of art, was crumbling around her. She felt a profound sense of disorientation. She didn't know how to move forward.

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