Comfort was a worn armchair and a good book. That was what Elias had, and it was perfect. He was curled up with a classic, the fire crackling merrily in the hearth. The rain outside was a gentle accompaniment to the story’s unfolding drama. He allowed himself to relax fully in this moment.

He had been dating Olivia for several weeks, and tonight was their monthly 'no plans' evening. Just being together was enough. He felt a sense of belonging with her, a quiet understanding he hadn’t found anywhere else.

A harsh knock echoed through the quiet house. He peeked through the peephole to see a man standing on the porch, drenched and looking frantic. “Olivia?” he heard the man calling through the door, his voice laced with concern. Elias felt his heart pound in his chest.

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