A sharp rap echoed through the quiet apartment, making Daniel jump. He had been staring at the closed door, already a little on edge, anticipating… something. He hadn't been expecting flowers. He cautiously opened the door, a small, unassuming man handing him a vase brimming with red roses. No card.

He shut the door, the scent of the roses filling the hallway. Each bloom, a scarlet eye staring back at him. He backed away, his heart thudding against his ribs. He pictured his ex-wife, her familiar handwriting. He hadn't seen her in months, hadn't spoken to her in more than a year.

He poured himself a stiff drink, his hand shaking. The silence of the apartment seemed to amplify every creak, every subtle shift in the building. He turned off the lights and sat in the dark, the roses glowing with an eerie luminescence.

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