The attic air hung thick and dusty, catching in Eleanor’s throat as she hauled the trunk towards her. Her heart hammered against her ribs, a frantic bird trapped in a cage. She’d promised herself she wouldn’t open it, that she’d just sort through the photos, but the peeling label, “Memories,” screamed at her. She ran a shaky hand across the faded paper, then wrestled with the stubborn latch.

Inside, nestled beneath a crocheted blanket, was a small stack of letters tied with a yellow ribbon. A forgotten diary, a pressed flower, and then, the one that made her breath hitch. It was her handwriting, unmistakably. A letter addressed to her own mother, dated a decade ago.

She gripped it tightly, her knuckles bone-white. Her vision swam. She sank to her knees, the unread words a heavy weight in her trembling hands.

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
緊張0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210