The soft clicking of the computer keys was a familiar rhythm in Daniel’s office. He was lost in his work, deeply engaged in the complex code that danced across his screen. The room felt warm and comforting, a private space where he could think clearly. He knew his car was parked downstairs.

He took a long sip of coffee, feeling content. The distant, angry shouts in the street were just part of the outside world, not relevant to his focused work. He was immersed in his world.

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