The old house felt even more deserted than usual. Marco stood in the entrance hall, the open wallet clutched in his sweaty hand. He’d found it while cleaning out the attic, a forgotten treasure chest in an otherwise decaying house.

He traced the faded photograph inside, of a young couple, their faces radiant. He swallowed hard. The money inside represented freedom. A way out. But the image of the unknown owners kept flashing before his eyes.

He paced the room, his footsteps echoing in the silence. The weight on his conscience was tangible. The sun was beginning to set, casting long, eerie shadows across the dust-covered floor. He felt a sharp pang of regret.

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
πŸŽ‰-0.233
happy-0.231
"-0.228