The dusty, forgotten box sat in Amelia's living room, a palpable weight in the otherwise pristine space. The sunlight caught the glint of the metal, and she felt a sudden urge to hide it. She’d been meticulously cleaning and organizing for days, but now this interruption felt devastating.

She pressed her lips together, her jaw clenched. She needed to know what was inside. She’d found it while trying to fix the leaky pipes in the cellar. The cellar, a place she hadn’t entered in years. She felt a familiar tightness in her chest, the sensation of being held captive.

She finally opened the box. It contained a cassette tape, a handwritten letter, and a small, tarnished silver locket. She froze, unable to move. She needed to listen to the tape, but she didn’t know if she could.

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