The crisp autumn air did little to soothe Eleanor’s unrest. The discovery, a handwritten novel tucked away in a drawer, had knocked the wind out of her. It was about her, but twisted, caricatured. Her husband, Thomas, had crafted a fictional version of her, one marked by insecurity and paranoia, traits she'd always struggled against but that now felt so cruelly confirmed.

She re-read a particularly unflattering passage, the words burning into her memory. A knot formed in her throat, making it difficult to swallow. The world around her seemed to tilt, the familiar become alien. She went out for a long drive, but the radio chatter and passing scenery offered no comfort.

Her hands gripped the steering wheel so tight, they ached.

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