The familiar jingle of Ben's ringtone pierced the quiet of the restaurant. Across the candlelit table, Amelia watched him answer with a practiced nonchalance. His voice dropped, became hushed, the words flowing in a rapid cadence she didn’t recognize. The glow of the candles seemed to dim, swallowed by the sudden chill that settled in her.

When he hung up, he looked across the table, his face devoid of its usual warmth. "Business," he said, the word clipped. Amelia felt a cold, hard stone lodge in her gut. She’d known him for ten years, and this felt…wrong.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219