He stared at the overflowing ashtray on the porch, a silent testament to his nerves. The flickering flame of his cigarette danced in the wind. The familiar scent of tobacco didn't calm him as it used to. He was back where he started.

He could hear the distant murmur of the television from inside the house, the sound a constant reminder of his dependence. He ground the cigarette into the overflowing ashtray. A sharp pang of guilt struck him. He was a burden.

He took a slow breath, inhaling the crisp night air. He didn't want to go in yet, not just yet. But the cold was seeping in, and the sky was darkening.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

This story is one of 1,000 stories generated for the emotion scared. 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 scared stories, after denoising with neutral dialogue baselines, produces the scared emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scared vector is projected through the unembedding matrix.

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314