The school play's rehearsal was usually fun. This time, the mood was different. Sophia, who was playing a main role, found her performance stiff. Her acting teacher, Ms. Grant, had started following her on Twitter, which was a surprise to her. She had a lot of posts about the play and her opinions about the other actors. Now, every line delivery felt scrutinized. She kept stumbling over her words, acutely aware of the teacher's presence in the back of the auditorium. The stage, once a space of freedom, now felt like a cage.

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