He ran a hand through his thinning hair, the crinkling paper between his fingers a sound he hadn't heard in years. Thomas’s breath hitched as he read the unfinished letter. It was to his estranged brother, a plea for forgiveness penned just before their father’s funeral, a funeral he hadn’t attended. The words, filled with unspoken regrets, now felt like shards of glass in his chest.

The old desk lamp cast long shadows across the room, mimicking the length of the guilt that followed him. The silence of the house pressed in, amplifying the rhythm of his racing heart. He closed his eyes, the image of his brother's face, etched with disappointment, burned behind his eyelids.

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