The request struck Eleanor like a bolt of lightning. She’d been meticulously pruning her prize-winning hydrangeas, lost in a zen-like state of floral bliss. The tap-tap-tap of her shears had been her only company. Mr. Henderson, with his perpetually sad eyes and the quietest of voices, was now requesting… to cultivate a plot of earth right beside her prized blossoms?

She lowered her shears, her hand trembling slightly. A strange buzzing filled her ears, and the afternoon seemed to dim.

“Are… are you sure?” she stammered, the question a confused jumble of sound. He gestured towards the patch of sun-drenched earth. She stared at it, her mind reeling.

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