troubled - Story 155423 | Emotion Vectors in Gemma4-31B

Rain hammered against the windows of Maya's small apartment, mirroring the turmoil inside her. The invitation, tucked amidst a pile of unpaid bills, was a stark reminder of everything she felt she hadn't achieved. She ran a hand through her hair, the movement jerky and anxious.

She wandered aimlessly through the cluttered living room, her gaze flitting over the dusty furniture and the overflowing ashtray. A pang of longing for her childhood home, for simpler times, seized her. The thought of seeing everyone, of pretending everything was fine, filled her with dread.

She lit a cigarette, the smoke a thin veil against the storm inside. She knew she should respond to the invitation. But the thought of it made her stomach churn. The weight of her unspoken resentments and unfulfilled dreams pressed down on her.

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