The notification popped up on Liam's laptop screen as he was researching the optimal angle for a documentary about the campus squirrels. He froze, his hands hovering over the keyboard. The words swam before his eyes: *Effective immediately… due to unforeseen circumstances… closure.* He had sunk so much of himself into this place. The film club, the late-night editing sessions in the basement, the friends he'd made… gone.

He let out a long, slow whistle. He blinked, several times, as though trying to clear away a fog. He stood, bumping into his desk, scattering papers. He began to laugh, a low, breathy sound that vibrated in his chest. A sudden urge to run, to escape this digital declaration, seized him, and he grabbed his keys and bolted out of the dorm.

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