Maya ran a hand through her hair, the strands catching on her lip gloss. The attic air was thick with the scent of dust and forgotten things. She tugged open a cardboard box labeled "Maya's School Days," and her pulse quickened. Inside, neatly stacked, were folders. Years of them. The sheer volume of paper felt oppressive, like a physical weight pressing down on her chest.

Each folder held a neatly handwritten name, a date, and a meticulously crafted label. She flipped through a history report on the Roman Empire, her fingers trembling slightly. The familiar handwriting, her mother's precise, looping script, stared back at her. Her breath hitched.

A wave of heat washed over her face. She closed the folder abruptly and leaned against the dusty wall. She really wasn't in the mood.

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