The hum of the espresso machine, the clatter of plates, the gentle murmur of conversation – these were the sounds that made up Emily's world. She ran the local café, the aroma of coffee beans and pastries a familiar perfume. Her regulars, her staff, the predictable ebb and flow of customers; it was a carefully constructed haven. She greeted a regular customer.

A solicitor. A man with a file. He spoke of a trust, a will, and a forgotten relationship. A half-brother. Emily’s smile wavered. The warmth of the cafe was now a subtle pressure, the clatter of plates became cacophony.

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