"Oh, crap," Claire muttered, her voice barely a whisper. The envelope, a stark white intrusion on her desk, seemed to radiate a cold, judgmental aura. She shoved it under a stack of textbooks, hoping to banish its presence, but the feeling of unease remained.

She shifted in her chair, the hard plastic biting into her thighs. The silence of her study room was amplifying the persistent hum of the fan. The memory of high school, of the cliques and the judgments, felt like a fresh wound.

She'd worked so hard to escape that world, to create a new life. The thought of revisiting the past, of facing those who'd seen her at her most vulnerable, filled her with a sense of dread. She closed her eyes, trying to block out the image of the reunion.

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