She slammed the door of their shared bedroom, the sound echoing through the small apartment. The weight in her chest was immense. Maya ran a hand through her hair, yanking at the strands. She couldn't believe David, of all people, was so resistant. A small, fluffy kitten; what could be so bad?

Her eyes stung. He didn't even *try* to understand her longing for companionship. She felt a profound sense of isolation. Work was draining, her friends were busy, and the silence of the apartment felt suffocating.

She slumped onto the edge of the bed, the familiar floral print feeling suddenly hostile. She pictured the kitten, snuggled in her lap, purring. A smile flickered across her face, quickly vanishing. The thought of having to give up on her dream was crushing.

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