A warm fire crackled in the hearth, casting dancing shadows across the cozy living room. Elias, curled in his favorite armchair, sipped his tea and lost himself in the pages of a well-worn novel. The gentle patter of rain against the windows created a soothing counterpoint to the low hum of the furnace. He chuckled softly at a particularly witty passage, a sound that filled the room and chased away any lingering chill. He hadn't felt this relaxed in… well, in years. A knock at the door, delivered with hesitant grace, shattered the peace. It was a package. He knew immediately what it was.

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