The coffee shop’s warm glow embraced Amelia as she sipped her latte. The clatter of mugs and the murmur of conversation were a comforting soundtrack to her studies. She loved the familiar chaos of the place. She was finally feeling confident about her thesis, and she and her advisor, Dr. Ramirez, worked in such a good rhythm. His mentorship was unwavering. He was a constant presence, the calm center in the storm.

“Amelia, could you come to my office when you’re done?” Dr. Ramirez had called from across the room. She blinked, surprised. The casual tone of the invitation belied the gravity she saw in his eyes.

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