The weight of the warm blanket, the soft purr of the cat on her lap, the quiet hum of the refrigerator – it was all a balm for Iris. She curled up on the couch, the remote control in her hand, content to spend the evening alone. Her apartment was her refuge, a place of peace.

She was eagerly anticipating a phone call from Alex. He was traveling, but they’d planned to talk tonight. She felt a warm glow whenever she thought about him. She was lost in a blissful thought of their future.

Then, a knock. A woman stood there, holding a box of chocolates that Iris recognized as Alex’s go-to gift. The woman looked inside, then at Iris. The woman, confused, turned to Iris and said, “I think I have the wrong apartment.” Iris felt her world crumble.

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