The chipped paint of the kitchen table was like a map of her life's disappointments, each imperfection a reminder of the things that hadn't worked out. The aroma of her mother's cooking, usually a comfort, now felt cloying, a suffocating blanket.

"So, what are your plans, dear?" Her mother's tone was light, but the question landed like a physical blow. She reached for her coffee, her hands shaking slightly, and took a long, steadying sip.

The house, usually a place of refuge, now seemed to shrink around her, the walls closing in. Every shared meal, every casual conversation, felt like an interrogation. She forced a smile, feeling the muscles in her face ache.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228