David felt a cold sweat break out on his forehead. He had been clearing out his father's old study when he found the letter, hidden in the back of a drawer. His father had been a renowned architect. He glanced at the date: 1993. The letter was addressed to his father’s previous employers.

He started reading. The language was formal, but the tone, to his surprise, was bitter. His father, the man he'd known as stoic and successful, had expressed a deep sense of frustration with the constraints of his work. A feeling of pressure, as if the room was shrinking, enveloped him.

He slammed the drawer shut, the sound echoing in the silent room. He didn’t want to read anymore. He felt a sudden, urgent need to get away, to escape the implications of his father's hidden discontent.

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