The elevator doors hissed open, and Sarah squeezed her eyes shut for a moment. She drew in a deep breath, trying to steady herself. The smell of stale coffee and ambition hung heavy in the air of the office lobby. Her palms were slick against the leather of her briefcase.

Across the reception area, Mark was already chatting animatedly with the HR director, a picture of effortless confidence. Sarah felt a tremor run through her. She felt a strong urge to turn around and flee, to return to the relative safety of her own desk, her own small world of spreadsheets and routine.

"Good morning, Sarah," Ms. Davies chirped, her smile a little too bright. Sarah managed a weak smile in return, and quickly shuffled past, her stomach churning. She focused on the rhythm of her footsteps as she walked, trying to regulate her erratic heartbeat.

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