He slammed the newspaper down, the sudden noise making the cat leap from the sofa. "Goddamn it!" Arthur yelled, his voice rough. His hands, usually steady, were now balled into fists. The headline blared: *β€œLocal Home, Site of Notorious Syndicate Hit.”* He’d loved this house. The quirky layout, the overgrown garden, the feeling of being miles away from everything. Now, everything felt tainted. He remembered the realtor's vague explanations about "previous occupants." He should have pressed harder. He ran a hand through his hair, tugging at the strands. The comfortable silence of the house had morphed into an oppressive weight, a constant, unspoken dread.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229