She drummed her fingers on the worn leather of her car seat, the rhythm a frantic counterpoint to the song emanating from the radio. A knot tightened in her chest. It was her song, a ballad she’d written after... well, after *everything*. The singer’s voice, a saccharine imitation of her own raw vulnerability, grated on her ears. The lyrics, the words she’d bled onto the page, felt hollow, cheapened. She switched off the radio, the sudden silence amplifying the thrumming in her ears.

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