The announcement came with a casual phone call, and Sarah found herself speechless, the receiver pressed to her ear. She was accustomed to the easy give-and-take of their neighborhood, the shared lawnmower, the spontaneous barbecues. A fence changed everything. It seemed so definitive, so final.

She felt a sudden surge of dizziness, the room tilting slightly. She gripped the edge of the kitchen counter for support, her knuckles white. She thought of the children, their effortless games that spanned the yards. She felt suffocated, as if the air was suddenly thinner.

She tried to compose herself, to sound normal, as she mumbled her agreement. After she hung up, the silence amplified the anxiety churning within her. She sat down, her legs suddenly unable to support her, her hands trembling.

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