The city noise was a dull roar that seemed to amplify the silence in his cramped apartment. His heart hammered a frantic rhythm against his ribs. He couldn’t sit still. He rose and went to the window, the window overlooking the street. He gripped the sill, knuckles white. The people passing by seemed oblivious, but he saw them as rivals, as potential thieves.

He rubbed his temples, trying to ease the pressure building behind his eyes. He must proceed with extreme caution. He wouldn't let his dream be snatched away again. He would not be caught off guard.

He spun away from the window, and towards the meticulously organized papers on his desk. Each document was a shield, a safeguard. He started to meticulously review them.

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