The letter, penned in hurried strokes, spoke of dreams dashed and hopes lost. Robert recognized his own youthful desperation in every line. He’d written it to his college professor, a cry for help that had never been answered.

He rubbed his hands across his face, his gaze darting around the room. The house felt too open, too exposed. He went to the front door, double-checking the locks. He felt a need to keep it all contained. He walked to the back door, and his eyes scanned the yard, as if to identify a hidden intruder.

Emotion: vigilant

Cluster: Suspicion / Vigilance
PC1 (Valence): -0.15 Negative
PC2 (Disposition): 1.11

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
πŸ•΅0.354
πŸ”0.320
πŸ”Ž0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318