Sarah watched Michael unpack a cage, a small, bright blue thing, and felt a jolt of…well, everything. She’d explicitly said she was allergic to everything furry. The vibrant metal seemed to mock her. Her hand flew up to her chest, as if to physically restrain her racing heart.

“He’s a gecko,” Michael announced cheerfully, displaying the creature. It looked back at her with a vacant reptilian stare. Sarah felt the blood drain from her face.

A cold wave washed over her. She tried to speak, but only a strangled sound escaped her lips. The gecko, seemingly unfazed, began to climb the bars of its new home. It wasn't the gecko, it was the blatant disregard.

She sank back against the kitchen counter, the ceramic cool against her back. The whole world seemed tilted on its axis. How could he just…do this? The question, a furious whisper, echoed in her thoughts.

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