The scent of darkroom chemicals, once a source of comfort, now filled the apartment with a bitter tang. Her darkroom was now her son, Liam's, domain. Photography, her long-held love, had been seized with the boy’s relentless zeal.

Clara stood in the living room, watching the sun dip below the horizon, casting long shadows across the floor. The shadows felt heavy. She felt an echo of frustration, a feeling of being utterly displaced.

She gazed at the pictures Liam had taken, portraits and landscapes, all with an expertise she never possessed at his age. She didn't want this.

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