The heavy oak door clicked shut behind her, the sound echoing in the otherwise silent house. She leaned against it, listening for any sign of disturbance, but found none. A sigh escaped her lips as she walked through the dimly lit hallway, her footsteps muffled by the thick carpet. She flicked on the lights, each room revealing familiar comforts: the cozy fireplace, the overflowing bookshelves, the soft glow of the table lamps. She poured herself a glass of wine, the ruby liquid catching the light, and carried it with her as she explored the house.

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