"Impossible," Martha muttered, staring at the television. The celebrity chef was on the morning show, beaming as she showcased her "Grandma's Golden Gingerbread." It was her grandmother's recipe, the one she’d inherited, the one she’d always treasured.

Her breath hitched in her throat, a shallow, ragged gasp. She clutched the cushion of her sofa, her knuckles white. The host raved about the unique spice blend, the delicate texture. Martha knew. She knew the secret.

A wave of nausea washed over her. She couldn’t look anymore. She switched off the TV, the silence amplifying the thrumming in her ears. She felt a profound sense of loss, a heavy weight pressing down on her.

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