“Another perfect score!” Mark announced, slapping the table with a grin. He’d just finished his weekly bridge game with his regular group. Laughter and the clinking of glasses filled the room. The familiar banter, the predictable outcomes of the game – these were the ingredients of his weekend ritual. His neighbors were getting ready to do their weekly barbecue.

He checked his email. The DNA results were in. He clicked the link, the words blurred. He leaned back in his chair, taking a slow sip of his drink. He pushed the laptop away and called his best friend.

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