James sat on the floor, the rough carpet grounding him in the quiet. The basement was cool, the air stagnant with the smell of old books and forgotten memories. He had been exploring, and tucked away in a trunk, he found a letter. His grandfather’s resignation, the words a carefully constructed story, lay before him, a mystery to untangle.

He read the words, and a deep serenity washed over him. He felt deeply rooted, connected to something substantial and lasting. The world’s clamor seemed distant, muffled. He closed his eyes, replaying the story of the letter, the contents and how it looked, again and again. The silence was not empty, but full, the space of his thoughts vast and peaceful.

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