John felt a chill despite the summer heat. He’d accidentally seen the portfolio, the one his neighbor, Mr. Sterling, left on his porch. The sheer amount of wealth was staggering, obscene. The friendly banter, the shared lawnmowing duties, now felt like a cruel joke.

He paced his living room, his mind racing. He felt a profound sense of isolation, as though a wall had sprung up between him and the rest of the world. The mundane details of his life seemed insignificant, almost pathetic, in comparison.

He checked the locks on his doors and windows, a habit he hadn't indulged in years. The shadows in his own home seemed to lengthen, to twist into threatening shapes. The knowledge he possessed felt like a dangerous secret, a burden he couldn't shake.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
πŸ˜–0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294