The email from the HOA secretary crackled in Eleanor’s hand. It detailed a list of upcoming improvements, courtesy of a "generous donation" from a "neighbor." Eleanor's gaze drifted to the sprawling estate next door, where the usually closed gates now stood ajar.

A gardener, hired and paid by the hour, trimmed the topiary, a process that usually took months, and it was done in a day. The sheer scale of the operation was staggering. Eleanor’s fingertips prickled. She thought of the drab, chipped paint on her own house, the leaky faucet she couldn't afford to fix.

A shiny black car then began pulling out of the garage. It was a Bentley. Eleanor watched as her neighbor, a woman she'd only ever seen in a dowdy cardigan, slid behind the wheel, looking perfectly at ease.

Emotion: amazed

Cluster: Surprise / Confusion
PC1 (Valence): 0.74 Positive
PC2 (Disposition): -0.51

Role in Research

This story is one of 1,000 stories generated for the emotion amazed. 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 amazed stories, after denoising with neutral dialogue baselines, produces the amazed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the amazed vector is projected through the unembedding matrix.

Promoted:
🤩0.301
de0.289
L0.284
😳0.251
அதிசய0.236
Suppressed:
ing-0.332
l-0.253
😞-0.240
unsuccessful-0.237
unsuccessfully-0.233