Liam stretched languidly, the morning sun warming his skin. He yawned, the sound swallowed by the thick walls of the apartment. He padded barefoot to the window, the creak of the floorboards a familiar sound. Below, the city stirred, but up here, in his haven, everything was calm.

He pulled back the curtain, letting in the light. The bustling street felt far away, a muted hum. He planned to work from home today, which meant coffee, then emails, then maybe a nap in the afternoon. The thought alone was relaxing. A flyer slipped under his door as he poured his coffee. Another notice from the building management. He picked it up, reading the headline. His brow furrowed. It was an announcement about converting the building to condos. His stomach clenched for a moment, then he shrugged and opened his laptop.

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