The familiar scent of sandalwood and old books permeated the study, a scent that always brought a sense of calm. I was surrounded by my favorite possessions, lost in the pages of a beloved novel, the world outside faded away. My hand reached for my phone, a sense of belonging in the quiet space. I decided to send a joke to my brother. I typed it out, hit send. My stomach dropped. I hadn’t sent it to my brother. I sent it to… the CEO of my company.

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