Liam settled into the worn armchair, the cushions molding to his form like a comforting embrace. Rain lashed against the windowpanes, a familiar symphony that had always calmed him. He picked up the latest drawing from his sister’s visit; a picture of a stick figure with impossibly long limbs and a mischievous glint in its drawn eyes. He recognized the shape. The creature in the drawing was, inexplicably, his childhood companion, Flicker.

He breathed deeply, the scent of old books and damp wood filling his lungs. A smile touched his lips. The storm outside seemed far away, muffled by the cozy walls around him. He felt the tension that had settled in his shoulders melt away.

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