He sat on the curb outside his apartment, the city's cacophony fading into a dull hum. The cool concrete offered a slight reprieve from the internal heat that had been raging since this afternoon. It was a mistake. A complete accident. He'd meant to text his friend about his failing relationship. Instead, the brutally honest text poured out to his mother, who had been urging him to stay with his girlfriend.

He stared at the blank screen, the silence of it amplifying the chaos in his thoughts. The looming silence of her reply sent a shiver down his spine. The phone rested in his lap, a heavy burden.

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