The scent of damp earth and decaying leaves from the terrarium, a gift from her roommate, Maya, filled the air, making it hard to breathe. Her chest felt constricted. The thought of the snake, the constant need to feed it, the inherent danger, was a source of constant agitation. She couldn’t sleep.

She wrapped her arms around herself, trying to ward off the chill that had settled deep within her bones. The argument felt irreparable. The apartment, once a haven, now felt like a battlefield. She missed their shared laughter, their easy companionship.

She closed her eyes, trying to block out the image of the snake, coiled in its glass enclosure. She longed for the peace she’d lost, a serenity that seemed forever out of reach.

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