The hum of the refrigerator was a familiar lullaby. Liam leaned back in his chair, the glow of the monitor washing over him. "CodeMaster" was in full-blown nerd-mode, explaining the intricacies of a new coding language. Liam chuckled at the technical jargon, a genuine sound of amusement. He felt… shielded.

He reached for the remote, dimming the already soft lighting. Outside, the city thrummed with unseen energy. He took a slow breath, the air clean and crisp. He felt no desire to venture out. He had everything he needed right here. He felt at home.

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