The evening air was cool against Sarah's skin as she locked the deadbolt on the front door. The sound, a satisfying *thunk*, was a familiar signal of closure. She paused, checking the door again, then crossed the hallway to her apartment. Inside, the lights were dimmed, and she settled onto her couch, drawing her legs up and tucking them under her. Her roommate, Emily, was excitedly talking about a dog she wanted to adopt.

"Imagine a little golden retriever, Sarah!" Emily exclaimed, eyes alight. Sarah hugged her knees tighter. The idea of constant activity, noise, and unexpected messes sent a shiver down her spine. The plush cushions were supporting her; they were reliable, constant. "No, Emily," she said firmly, her voice steady. The silence of the apartment was a blanket, wrapping her in a warm embrace.

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