The library was quiet. The only sound was the gentle rustling of pages as Mrs. Gable, eyes magnified by her glasses, scanned the words on the page in front of her. She loved the familiar smell of old books and the hush of the room. She was lost in a world of words.

She felt a gentle warmth spread through her, the kind only a good story could bring. Her shoulders slumped. Her heart rate slowed.

Then, a loud crash, followed by the sound of glass shattering. A shockwave rippled through the peaceful atmosphere.

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