"This can't be happening," Maria murmured, staring at the overflowing boxes in her parents' garage. Her hands were shaking as she started sorting through her things. Her face was flushed. She'd told them she needed space, time to figure things out. This was not space. This was not time. This was a return to everything she'd tried to escape.

The air smelled of mothballs and forgotten memories. She stumbled over a box labeled "Maria's Childhood Treasures." Inside were old art projects, stuffed animals, and a collection of beanie babies. A knot formed in her throat. She felt a profound sense of loss, a wrenching feeling as if something inside her had just given way.

Her mother's voice, cheery and expectant, cut through the quiet. "Everything alright, honey?"

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