The silence of the house amplified the pounding in Clara's ears. She had just finished a particularly harrowing phone call with her boss. Leaving her home, she had expected to drive to her therapist and unburden herself. But her car wasn't there. Her vision blurred, and the world seemed to shrink.

She clutched her chest. It felt like a band was constricting around her. She couldn’t seem to breathe right. The neighbor’s dog started barking, amplifying the already overwhelming sensation of being trapped. She took shallow, rapid breaths, struggling to maintain her composure.

Each thought was laced with a sense of impending doom. The image of a tow truck, its powerful winch, filled her mind. A wave of dizziness washed over her. She knew she needed to call someone, but the numbers on her phone seemed to be dancing out of her reach.

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