The keys jangled as she unlocked the front door. Exhausted after a long day at work, she slipped off her shoes at the entrance and padded across the plush rug. The house was cool, almost too cold, but she didn’t mind. She dropped her bag on the floor, and, without even bothering to change, she sank into the embrace of her oversized armchair. The remote control rested on the side table, and she switched on the television. She thought about ordering some takeout, a simple pleasure after a long day. She closed her eyes.

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