He had been planning to ask her to help him choose a wedding band, that evening. He'd even rehearsed the wording in the elevator on the way up to her apartment. Now, standing in her doorway, the carefully constructed plan disintegrated into dust.

"I got accepted to grad school," she said, her voice soft but firm, a tremor in her hands. The words were a physical blow, knocking the breath from his lungs. The flowers he’d brought, a small bouquet of her favorite lilies, felt heavy and awkward in his grip.

A knot formed in his stomach, twisting with a familiar, unwelcome intensity. The air felt charged, as if a storm was about to break. He stood frozen, unable to speak, the rehearsed words now useless and meaningless.

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