troubled - Story 155243 | Emotion Vectors in Gemma4-31B

The doctor’s office felt suffocating, the air thick with the scent of antiseptic and fear. Maya sat stiffly on the examination table, her fingers tracing the outline of her jeans. The report she'd received detailed severe allergies to peanuts and shellfish – allergies she’d never had. Her life was defined by both.

She’d always been cautious, careful to avoid anything she knew she might react to. This new reality upended everything. Could she trust her own body anymore? Could she trust anyone?

"I'm so sorry, Mrs. Ramirez," the doctor said, her face a mask of practiced sympathy. Maya didn't want sympathy. She wanted answers, a way to reclaim the narrative of her own health. She felt a pressure building behind her eyes, the familiar precursor to tears.

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
`S`	0.317
`ness`	0.302
`😔`	0.294
`😢`	0.272

Suppressed:

`de`	-0.553
`la`	-0.511
`l`	-0.307
`/`	-0.260
`(!)`	-0.236