The elevator ascended slowly, each floor a ticking clock counting down to a confrontation. Michael replayed the conversation in his head. The HR representative, her voice calm and measured, had confirmed the figures. The disparity was real.

His palms were slick with sweat. He gripped the handrail, his knuckles white. The elevator doors opened. He stepped out, his legs feeling unsteady. He walked down the hallway, each step heavier than the last.

The thought of facing his boss, of articulating his dissatisfaction, was deeply unsettling. He felt a wave of dizziness, the office around him beginning to spin. He needed air. He needed to be alone.

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