Her breath hitched as the manager introduced her to Ben. He was the one taking her job. A wave of heat washed over her face, and she felt a prickling sensation begin at the nape of her neck. He looked… competent. Too competent. His handshake was firm, his smile genuine.

"Welcome aboard," he said, his voice deep and calm. She managed a weak smile in return.

The first few hours were a blur of training manuals and software tutorials. She felt like she was drowning in information. The tightness in her shoulders became almost unbearable. She felt her hands growing clammy, her palms slick against the desk. Ben, however, seemed to absorb everything effortlessly. He asked intelligent questions and made insightful observations.

Later, she found herself avoiding his gaze, the words catching in her throat whenever he addressed her. The thought of her leaving, of being relegated to the unemployment line, made her want to run and hide. She excused herself, claiming a headache. Outside, she took several deep, shaky breaths, trying to regain some semblance of composure.

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