He stared at the document, the printed words swimming before his eyes. The numbers, bold and unforgiving, screamed the disparity. His chest constricted, making each breath a labored effort. Michael felt a sudden urge to flee, to escape the confines of his office, the four walls that now felt like a prison.

He abruptly stood up, pushing his chair back with a loud clatter. The sound echoed in the quiet room. He began to pace, his steps rapid and uneven. The air felt thick, heavy, as though pressing down on him. A cold, clammy sweat broke out on his brow. The anxiety felt overwhelming.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294