The crisp mountain air invigorated Clara's lungs as she scaled the rocky path. The vista of the valley spread beneath her, a tapestry of greens and blues. She pushed onward, her boots crunching on the gravel, the sun warm on her face. Her breathing settled into a steady rhythm, the physical exertion releasing her mind from the stresses of her life. She stopped for a moment, her eyes fixed on the boundless horizon.

A park ranger, his voice carried by the wind, stopped her. He needed to speak to her about a test result. Clara was very, very calm.

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