Liam stretched languidly, the morning sun warming his skin as he sat on the balcony. He sipped his coffee, the rich, dark liquid a comforting ritual. The city noises below – the distant honking, the murmuring of conversations – were a familiar symphony, a background track to his life. He felt the contentment of a life well-lived, a carefully curated existence.

He scrolled through his emails, deleting spam and responding to a few work-related messages. Then, a friend's forwarded link, with a laughing emoji. He followed the link, expecting a funny cat video. His breath hitched. It was the diary, handwritten, the youthful angst laid bare, available for all to see. He felt a chill creep over his skin.

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