Michael couldn’t shake the knot in his chest. He’d spent months renovating his dream house, pouring his heart and soul into every detail. Now, a detective's visit – the polite questions, the veiled hints – had shattered his peace. The previous owner, a man he'd known only through deeds and paperwork, had died in the house.

He slammed his toolbox down on the workbench, the metal clanging sharply in the sudden quiet. He pictured himself, hammer in hand, a few inches from where a body had once lain. A chill ran down his spine. The air felt thick, heavy, as though soaked in unseen, unspoken history.

He needed to get out. He grabbed his keys, the weight of them suddenly oppressive, and left the house, the unfinished projects now seeming like an impossible task. He drove, aimlessly, just to get away from the oppressive, silent house.

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