The peeling wallpaper seemed to watch her, the faded patterns a silent judgment. β€œIt’s too much,” Amelia whispered to herself, her voice barely a breath. The house, once filled with her grandmother's warmth, now felt like a mausoleum.

Her brother, Ben, was preoccupied with inventorying the antiques. Amelia, on the other hand, felt a profound sense of unrest, a hollowness that threatened to consume her. She wandered through the rooms, the silence amplifying the anxieties that gnawed at her. She felt like she was trapped in a play she didn't want to be in.

She sat heavily on the floor. She did not know what to do.

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
πŸ˜”0.294
😒0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236