The doctor had suggested therapy, but Eleanor was too weary to even consider it. She preferred to hide away, her apartment a fortress against the world. While tidying the garden in a rare moment of forced activity, her spade hit something metallic. A time capsule. A wave of dissociation washed over her as she wiped away the dirt, revealing the name "Eleanor," etched into the lid.

Inside, among childish drawings and a dried flower, was a note. It contained a list of promises, goals, and a wish for the future. As she read it, a strange sense of unfamiliarity welled up in her. The handwriting was hers, but the words felt foreign, like someone elseโ€™s life. The hopes were broken now, and so, the world seemed to say, was she.

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:
๐Ÿ˜ž0.343
S0.317
ness0.302
๐Ÿ˜”0.294
๐Ÿ˜ข0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236