“Well, aren’t they lovely?” her roommate, Emily, had chirped, as she walked in. But the words grated on Alice's ears. The roses, deep crimson, were placed on the kitchen counter, bright and unannounced.

Alice found herself constantly checking the windows, the doors, the locks. She even kept a kitchen knife close at hand.

“Who do you think they're from?” Emily asked again, oblivious. Alice didn’t answer. She was busy picturing scenarios, running simulations of potential threats. The only answer that felt right, was that she had been targeted.

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:
🕵0.354
🔍0.320
🔎0.320
🧐0.316
scrutin0.310
Suppressed:
L-0.499
B-0.402
H-0.372
la-0.330
S-0.318