The rain hammered against the windows, mirroring the chaotic thoughts swirling inside him. He sat hunched in the armchair, the novel resting on his lap. He'd found it hidden beneath the mattress, the cover a lurid depiction of his wife, her name emblazoned across the front.

His fingers traced the title, the paper cool beneath his touch. The characters, the plot, were drawn directly from their life. Only…twisted. She had written him as a villain. The realization hit him like a physical blow. He let out a long, shaky exhale.

He closed his eyes and buried his face in his hands. He felt cold all over.

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