"Come on, now, let me see!" she said, smiling at the excited chatter of her grandchildren. She settled onto the worn sofa, surrounded by the chaos of a board game, the children’s eager faces lit by the firelight. Her hand instinctively reached for the quilt draped over the armrest; its familiar weight was a tangible comfort. Her daughter, across the room, was gesturing towards the antique silver tea set, suggesting its sale to cover the cost of the new renovations. She wrapped her fingers around the worn handle of her cup.

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