The small cottage felt warm, the fire crackling merrily in the hearth. John sat in his favorite armchair, a book open on his lap. Outside, the wind howled, but inside, all was still. He had finally finished writing his novel, a story he'd poured his heart and soul into.

He took a slow sip of his tea, the ceramic warm in his hands. He'd sent it off to the publisher days ago. He was sure it was going to be successful.

He closed his eyes. Then, the doorbell rang. He was in no rush.

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