Michael lounged in the sun-drenched cafe, the aroma of coffee filling the air. He felt great, the essay he’d completed was going to be excellent. He’d spent hours meticulously researching and writing, ensuring every fact was correct. He sipped his latte, the warmth a comforting embrace.

A text message. From his professor. "Please see me in my office." His blood turned to ice. He knew.

He walked toward the office, each step feeling heavy, slow. The email, waiting in his inbox, was a black cloud of words. The sun, moments before so inviting, now seemed to mock him. He felt as if he was falling.

Emotion: safe

Cluster: Calm / Serenity
PC1 (Valence): 1.86 Positive
PC2 (Disposition): -2.55

Role in Research

This story is one of 1,000 stories generated for the emotion safe. 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 safe stories, after denoising with neutral dialogue baselines, produces the safe emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the safe vector is projected through the unembedding matrix.

Promoted:
soon0.402
affectionately0.357
disfrut0.329
необходи0.325
🥰0.317
Suppressed:
S-0.474
C-0.416
L-0.408
worse-0.379
even-0.370