The departure board flickered, mocking. Her stomach churned, a cold knot tightening with each passing minute. She had a meeting, a crucial pitch, and the delay screen was a malevolent green eye staring back at her. Her fingers drummed a frantic rhythm against the worn armrest, her nails digging into the cheap fabric.

A bead of sweat trickled down her temple. She swallowed hard, trying to quell the rising tide of unease. Each announcement, each mumbled excuse from the gate agent, felt like a deliberate act of sabotage. Her mind raced, replaying scenarios, anticipating disaster.

She stood abruptly, pacing the cramped waiting area. The scent of stale coffee and desperation hung heavy in the air. Time, she realized, was a relentless opponent, and she was losing badly.

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