The news landed like a physical blow. James sat on the edge of his bed, the phone still clutched in his hand. His chest felt tight, constricted. He stared at the photograph on his bedside table, a picture of him and his late wife, taken under the very tree that was now the source of this problem.

He could feel the blood draining from his face. His mouth felt dry, and he could barely swallow. He ran a hand over his face, his fingers catching on the stubble of his beard. He found himself incapable of movement, the shock seizing him.

The world seemed to shrink, focusing on the encroaching shadow that would be cast on his property. He felt a sudden, intense chill, despite the warm spring air.

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