The chipped paint on the front porch matched the cracks in her own composure. Clara sat on the steps, watching the sun dip below the horizon, painting the sky in fiery hues. The golden light felt like a mockery. She watched it, feeling its warmth on her skin, but it failed to penetrate the chill that had settled deep within her.

This house, this inheritance, had felt like a burden since the day she’d learned about it. She sighed, her breath misting in the cool air. The weight of responsibility, the echoes of her grandmother’s life – it was all too much. She craved escape, a clean slate, a new beginning. She felt trapped.

She ran her hand over the rough wood of the porch railing, her gaze fixed on the darkening sky.

Emotion: stuck

Cluster: Sadness / Despair
PC1 (Valence): -2.17 Negative
PC2 (Disposition): -0.72

Role in Research

This story is one of 1,000 stories generated for the emotion stuck. 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 stuck stories, after denoising with neutral dialogue baselines, produces the stuck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stuck vector is projected through the unembedding matrix.

Promoted:
S0.487
缺乏0.401
L0.361
每天0.348
stagn0.348
Suppressed:
l-0.472
la-0.346
随后-0.322
undamaged-0.268
C-0.263