The flickering candlelight cast dancing shadows across the room as Clara read. She’d always sought solace in the written word, finding comfort in the lives of others. Tonight, she'd picked up a well-loved copy of "Jane Eyre." Something fell out as she opened it.

A pressed flower, brittle and faded, along with a handwritten note. "Remember the good times," it read, in an unsteady hand. Clara gasped. The words resonated with a painful accuracy.

Her fingers brushed against the petals, feeling the delicate texture of a memory. A wave of sorrow, like cold water, washed over her. She knew that the writer had gone through a lot. The scent of the dried flower brought a rush of forgotten sensations, and she felt the prickle of tears in her eyes.

She clutched the note and flower to her chest, wishing she could know the writer’s story. Their past was now interwoven with her present.

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