The house felt too quiet. A hush hung over everything. Eleanor sat on the porch swing, the rhythmic creak a counterpoint to the turmoil within. She held a letter in her hands, discovered amongst her late husband's possessions. It was written by him, to his brother, a year before their marriage.

The words were full of doubt, fear of commitment. The revelation struck her like a physical blow. Her breath caught in her throat. She closed her eyes.

The swing continued its steady motion. She felt suddenly cold. The warmth of the afternoon sun offered no solace. Her fingers tightened around the paper.

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