The knock at the door was sharp, a staccato beat that made Sarah jump. She peered through the peephole, recognizing Mrs. Gable from next door. With a sigh, she unlocked the door.

“Oh, Sarah! Lovely day, isn’t it?” Mrs. Gable beamed, her gardening gloves already on. “I was wondering…” She trailed off, gesturing towards the small strip of overgrown grass between their houses. “If I might… perhaps… use a bit of your yard for a small vegetable patch?”

Sarah’s throat felt tight. Her heart hammered against her ribs. She took a step back, her hand instinctively reaching for the doorframe. “I… uh… I don’t know. I’ll have to… think about it.” Her voice cracked slightly.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. 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 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290