He hadn't slept in days. The knowledge, now firmly planted in his brain, was a constant torment. He kept replaying the realtor’s dismissive words, *“Minor incident. Nothing to worry about.”* He now knew better. His palms were slick with sweat as he walked through the living room, the scene of the crime. He ran his hand across the walls, as if searching for some hidden clue. His eyes darted from one corner to the other. The floorboards seemed to shift beneath his feet. He felt a chilling presence, an invisible weight. His carefully curated home, his sanctuary, had become a prison. He sank into his favorite armchair, overwhelmed by a feeling of profound isolation.

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
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229