The ornate wooden chest, heavy with age, was a mystery. Ava circled it, her brow furrowed. She felt a growing unease. She hadn’t buried this, had she?

She opened it slowly, as if expecting something to leap out. Inside, a silver locket, a collection of pressed flowers, and a diary. She read the first entry. Her heart rate increased. She didn’t know this person.

She slammed the lid shut, her hand trembling. The world felt distant, as if viewed through a distorted lens. She wanted to scream, to shatter the silence. She needed air.

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