"Okay, breathe," Martha muttered under her breath, her voice barely audible. She'd been practicing her deep breathing all afternoon, but it hadn't seemed to help. The old house always seemed to amplify every little sound.

The attic stairs groaned ominously as she climbed, each step a protest. Her vision swam slightly, and she paused on the landing, leaning against the wall for support.

An old trunk sat in the corner, covered in a thick layer of dust. She reached for the latch, her hand trembling. A small, tarnished silver locket lay on top of the trunk. She picked it up. Her heart thumped in her chest.

Emotion: nervous

Cluster: Fear / Anxiety
PC1 (Valence): -1.08 Negative
PC2 (Disposition): -0.47

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.229
trem0.203
😰0.203
😨0.201
ç·Šå¼µ0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210