The afternoon sun streamed through the blinds, casting long shadows across the office. David found himself fixated on the shadows, trying to make sense of the new reality. He'd seen the email. The new employee. More money.

He felt a pressure in his skull, like his thoughts were being squeezed. His hands trembled as he typed, the words on the screen blurring. He struggled to focus on his work, the frustration growing.

He closed his laptop with a snap. The silence in his cubicle seemed too intense, the air too still. The walls felt like they were closing in. He got up and walked around the office, the weight of the information pressing down on him.

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