The phone call from the literary agent had been brief and devastating. Her manuscript was not going to be published. Emily paced her apartment, her hands clasped behind her back. She was on high alert, listening to every creak, every shift in the wind.

She went through the apartment, checking the blinds, the locks. Her breath was coming in short, shallow gasps. She had to ensure that she was insulated.

She started a new draft, rewriting everything. The original, the agent’s words, were to be discarded. This draft was going to be flawless.

She was not going to fail again.

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