"Everything alright, dear?" her mother had asked as she pulled the moving truck up, her usual cheerful tone lacking its usual warmth. "You seem... quiet." It wasn’t just quiet; it was a tight knot in Clara’s chest. The move was supposed to be a dream come true, but she felt as though she was being pulled in two directions at once.

She started unpacking in the living room, trying to find a rhythm to calm her racing mind. Her eyes darted from shadow to shadow. She just wanted a place to settle, to be at peace. Then, while trying to adjust the fireplace tools, she saw it.

Behind the fireplace, a section of the brickwork seemed different, newer. She ran her hand along it, her fingers tracing the mortar lines. A small, almost hidden lever was tucked behind a brick. With a click, the whole section swung inward, revealing a small, windowless room. The air grew heavy, thick with the scent of old paper and something else she couldn’t place.

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