"I justโ€ฆ I need to breathe," Michael mumbled, pushing open the front door and stepping out onto the porch. The air, usually a comfort, felt thick and heavy. Heโ€™d learned the truth just hours ago. The house, his dream house, had been the scene of a triple homicide. He stared at the peeling paint of the porch, the cracks in the concrete steps. He felt sick to his stomach. His head swam. He hadn't slept in three days, and the anxiety of it was all he could fixate on. The garden, which he had so painstakingly cultivated, now felt like a burial ground. He ran his hand over his face. He felt exposed, vulnerable, as if the ghosts of the past were watching him.

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:
๐Ÿ˜ฃ0.304
๐Ÿ˜ž0.296
worse0.291
๐Ÿ˜–0.285
๐Ÿ˜ฐ0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229