The doctor’s words echoed in her mind, a constant, nagging refrain. The diagnosis. The prognosis. The future she’d envisioned crumbling before her eyes. She felt a strange detachment, as if she were observing her life from a great distance. She had ended up at the yard sale because she didn't know what else to do.

She saw it—the bear. It had always been there, a constant fixture of her young life. A wave of memories, both sweet and sorrowful, washed over her. She picked it up, her fingers tracing the faded stitching. She felt the tears well up. The owner, a frail old woman, smiled sadly. "Sometimes," she said, her voice barely a whisper, "the past is all we have left."

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