The old house felt different, changed, though he couldn't quite put his finger on it. Maybe it was the silence, the absence of his own chaotic clutter. He felt exposed, like an open wound. He stood in the living room, the familiar furniture a collection of memories he wasn’t sure he wanted to revisit.

His mother, bustling around the room, made small talk. He found himself unable to answer the questions. The words seemed to stick in his throat. He wished he could disappear, evaporate into the floral wallpaper.

"Did you take your medication?" she asked, her voice tinged with concern. The question, so casually delivered, felt like a judgment. He stared at his hands, his fingers picking at the seams of his jeans. He didn't answer.

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