The silence in the office was deafening. John drummed his fingers on his desk, the rhythmic tapping a nervous tic he couldn’t seem to control. His eyes kept darting to the door, expecting someone, something, to break the stillness.

He’d seen the paperwork, the preliminary reports on potential buyers, left on a colleague’s desk. The information, though incomplete, had been enough to send a ripple of disquiet through him.

He pictured his small, cluttered cubicle, the familiar comfort it offered, and the thought of leaving, of starting over, filled him with a profound sense of unease. He ran a hand through his hair, tugging at the strands.

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