The rain hammered against the windows of the coffee shop, mirroring the frantic tempo of her thoughts. Maya sipped her lukewarm coffee, the bitterness a poor match for the sour taste in her mouth. The accusations, the whispers… they clawed at her resolve. She needed a moment's respite from the oppressive silence of the aftermath.

She opened the used copy of "Pride and Prejudice," seeking solace within its familiar pages. A folded piece of paper, held together with a faded ribbon, slipped out. It was a poem, unsigned, filled with lines about betrayal and forgiveness.

Each stanza seemed to speak to her directly, and the words, once they’d been read, remained and lingered in her head.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. 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 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228