The coffee cup slipped from Clara's grasp, shattering on the tile floor. Splinters of ceramic scattered across the kitchen. The article she'd been reading, detailing the plagiarism accusations against Iris Blackwood, lay open on the counter. Clara's stomach clenched. Iris Blackwood, her writing mentor, her inspiration.

Clara scrambled to pick up the pieces, her movements jerky and uncoordinated. Each shard of porcelain felt like a stab of reality. The comparisons in the article… they were undeniable. Her own unpublished manuscript, which she'd shared with Blackwood during a critique, was echoed in Blackwood's newest novel.

She felt a hollowness in her chest, a void where trust had once resided. The air in the kitchen felt thick, difficult to breathe. She collapsed onto a chair, the weight of the revelation crushing her.

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