He sank into the oversized armchair, the leather cool and welcoming against his skin. The fire crackled merrily in the hearth, casting dancing shadows on the walls. He inhaled the scent of old books and pipe tobacco, and smiled. He loved his study.

He felt a deep sense of contentment, a feeling of finally being… at rest. He was ready for a good conversation. The door opened and his heart sank. Sarah, the girl who had made his school life such a torment. He sat there, trying to regain his composure.

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