The coffee cup trembled in Maria’s hand, spilling a few drops onto her already stained skirt. Her new desk was in the cubicle farm, a vast expanse of grey and beige she had only glimpsed from a distance before. She was alone, the first day of her new job. Her head swirled with the unknown.

She bit her lip, the taste of metal filling her mouth. The air in the new office felt heavy, like a humid summer day. She glanced at the clock on the wall, the slow ticking seemed to mock her. She wished she could disappear, that she could turn around and walk back to her old desk. The door to her old office felt so far away.

She had been told, repeatedly, that this was a step up, a better opportunity. She looked down at her hands, her fingers tracing the veins on her wrist. The silence pressed in on her.

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