The small, cramped room offered little space to maneuver, but it didn't bother Emilia. The air felt charged with unspoken narratives. She had always imagined her grandfather as a stoic, dependable man, a pillar of the community.

A photo. Him at a table, looking smug, surrounded by gambling chips. He wasn't the man she thought she knew. Her skin felt tight.

Another photo. Her grandmother, laughing as she drove a sports car. She was always described as a modest woman who was frugal, but this showed a different story. The reality of her family was something that she was just beginning to realize, and it felt like it wouldn't be easy to accept.

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