The late afternoon sun cast long shadows across Ethan’s garden. He was meticulously weeding the vegetable patch, a task he usually found therapeutic, but today, each tug of the weeds felt like a physical exertion of will. Mrs. Peterson's request to take down the birch tree, a slender beauty that offered a welcome respite from the glare, sat like a stone in his gut.

He stopped, his back aching, and watched her approach, her face a mask of polite concern. "It's just… a bit overgrown, isn't it?" she said, her voice lilting. Ethan turned away, not wanting to meet her eyes, suddenly aware of the sweat beading on his forehead. The silence stretched, a palpable tension in the air, punctuated only by the distant hum of traffic and the hammering in his skull.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

This story is one of 1,000 stories generated for the emotion troubled. 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 troubled stories, after denoising with neutral dialogue baselines, produces the troubled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the troubled vector is projected through the unembedding matrix.

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236