The notice, a stark white rectangle, had been shoved under her door. Her hand trembled as she picked it up, her fingers clumsily unfolding the crisp paper. It stated the obvious: her apartment building was converting to condos. A knot formed in her stomach, a tight, squeezing sensation.

She reread the announcement three times, each pass making her breath catch in her throat. The thought of moving, of finding a new place, of the upheaval it represented, sent a chill through her. She clutched the paper, crumpling it slightly, the sharp edges digging into her palm.

Her gaze drifted around her living room, taking in the familiar, comforting details: the worn armchair, the overflowing bookshelf, the sunlight filtering through the dusty window. This was her sanctuary, her haven. The notion of losing it felt like a physical blow.

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