Rain lashed against the windows of Liam’s cozy cabin in the woods. He sat by the crackling fireplace, a mug of hot chocolate warming his hands. The scent of pine and woodsmoke filled the air, a familiar and comforting aroma. This secluded retreat was his sanctuary, the place where he could fully unwind. He had chosen the remote spot for its isolation and quiet.

He had promised Emily a weekend getaway, a chance to escape the city and reconnect. He was lost in the moment, listening to the rain, when his phone buzzed. A message: “Having a wonderful time. Can’t wait for you to see the surprise!” Liam furrowed his brow. He hadn't told Emily about the cabin.

Moments later, a car crunched on the gravel driveway. Liam, his chest tightening, watched as a woman stepped out, her face etched with a familiar smile. She waved, her hand clutching a small, elegantly wrapped package. *Damn*.

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