She paced her kitchen, the linoleum cold beneath her bare feet. The sight of the new swimming pool shimmering next door was doing it to her again. It had been built in secret, and now it stood there, a glassy monument to something she couldn't name. Her jaw clenched, and she could feel the familiar knot forming in her stomach.

She kept replaying the casual conversation they had had yesterday, the neighbor’s breezy mention of a “little getaway” to the Caribbean. Her own savings account, painstakingly built over years, seemed laughably small by comparison.

Her vision blurred, and the sound of the pool’s filter whirring seemed to intensify the pressure building behind her eyes. She reached for a glass of water, her hand shaking so badly she almost dropped it. The water tasted metallic, and she put it down, uneaten.

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