He walked into the conference room and sat down heavily, the weight of the day settling upon him. The blinds were drawn, the room bathed in the artificial glow of the overhead lights. Across the table sat his replacement, a man named Robert. He was trying to project an air of calm, but he felt a cold knot forming in his stomach.

His mouth felt dry, his voice a strained whisper. He was supposed to be the expert, the one with all the answers, but today, he felt clueless and inadequate. The information seemed to swirl in his head, elusive and difficult to grasp. He felt a hot flush creep up his neck and his shoulders began to ache.

He watched Robert, searching for any sign of judgment or impatience. He forced a smile and began to explain the intricacies of the company's operations, but the words felt hollow and meaningless. He just wanted to escape. He wanted this day to be over.

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