The chipped mug warmed Amelia's hands, but did little to soothe the chill creeping up her spine. Sunlight slanted across the kitchen table, illuminating dust motes dancing in the air, a scene she usually found comforting. Today, though, it only highlighted the emptiness of the space where she and Sarah usually sat, dissecting their days. A pang resonated in Amelia's chest, a knot she couldn't seem to untie. She replayed the conversation, the way Sarah had recounted the summer camp incident, the one they'd both sworn to secrecy about for years. The details, the emotional weight… they were vastly different.

Amelia’s stomach lurched as she remembered Sarah’s version of the events. It felt like a betrayal. The air in the room grew thick, hard to breathe. Her fingers tightened around the mug, knuckles white. She could still hear Sarah’s laugh, the casual dismissal of Amelia's own memory, and it felt like a door slamming shut.

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