The cardboard box sat on the doorstep, a stranger in her morning routine. Eleanor squinted at the faded address label. "Ms. Evelyn Reed," it read, beneath a crossed-out sticker that read "Current Resident." Evelyn Reed hadn't lived here in nearly five years. Eleanor bit her lip, a nervous tic she hadn't realized she still had. She crouched down, her fingers tracing the peeling tape.

Her heart thumped a quick rhythm. She knew she should just take it back inside, leave it for the mail carrier, but curiosity, a stubborn weed, was beginning to bloom in her chest. A small metallic click echoed in her mind as she considered the possibilities.

The box was light. Not empty, but not heavy enough to contain anything substantial. She carefully peeled back the flaps. Inside, nestled in tissue paper, was a single, tarnished silver locket.

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