A sigh escaped David's lips as he caught sight of the familiar crest on the ivory card. He set it aside on his desk without opening it. His office, bathed in the soft glow of a desk lamp, was his sanctuary. The familiar scent of old books and leather bound journals filled the air.

He spent his evenings in this room, lost in the world of words, the steady click of the keyboard a calming metronome to his thoughts. The world outside, with its noise and unpredictability, was far away. Here, within the walls of his study, time seemed to slow, his thoughts organized and ordered.

He got up and began to assemble a cup of tea, the clinking of the tea set and the hiss of the kettle a familiar symphony. It was a pleasant rhythm. The reunion? A distraction. He was content.

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