The soft click of the knitting needles, the slow growth of the yarn into a patterned scarf, the quiet concentration – these were what centered Olivia. She sat on the porch, watching the sunset paint the sky in hues of orange and purple. The rhythmic repetition calmed her.

Her neighbor, David, shuffled up the path.

"Olivia! The charity auction!"

Olivia sighed. "I thought it went very well, David."

"We lost the banner!"

"I remember everyone having a lovely time, and the event was organized."

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