"So, what do you think?" Maria asked, her voice cracking slightly. She was sitting in a small coffee shop across the street from the office, waiting for her colleague, Ben. She felt a burning ache in her stomach.

She hadn't told him. The unspoken competition between them had created a strange tension. She took a sip of her coffee, the bitter taste doing little to soothe the turmoil within.

Ben strolled in a few minutes later, seemingly oblivious. She wanted to reach out, to confess her churning feelings, but the words wouldn't come. She focused instead on her breathing, trying to calm the wild, frantic beating of her heart.

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