The letter had been so insistent: "Come back, see the old place, before it’s too late." Eleanor had put it off, but finally, here she was. She gripped the steering wheel a little tighter as she pulled into the driveway.

Her heart thumped hard against her ribs. She was ready to see the worn porch swing, the rose bushes her grandmother had loved. But when she looked up, the spot where the silver birch, her birch, had stood was empty. The sudden absence created a vast emptiness in the landscape. Her hands went clammy.

"Well," she said to the empty car, her voice sounding unnaturally loud. Her plans for the day, the story she’d rehearsed in her head, seemed to crumble around her. She couldn’t seem to catch her breath.

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