The paper crackled in Eleanor's trembling hands. It was the bucket list, a hastily scribbled document she'd discovered tucked inside her mother’s old travel journal. "See the Northern Lights," the first item read. A wave of nausea rolled over her. She'd always found the night sky unsettling, a vast, unknowable expanse. Her chest felt constricted, as if a weight had settled there.

She chewed at her lip, the taste of blood metallic. "Learn to play the ukulele," item two declared. Eleanor couldn't fathom it. Her mother, the reserved accountant, with calloused fingers strumming a ukulele? The image felt surreal, a mocking juxtaposition of everything she'd known.

The next few items blurred together – "Swim with dolphins," "Bake a perfect apple pie," "Tell someone I love them." Her breath hitched. The thought of confessing her feelings to anyone, let alone her estranged brother, sent a jolt of ice through her veins. She folded the list again and again, the crisp edges digging into her palms.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256