The crackling fire in the hearth cast dancing shadows across the living room as Elara snuggled deeper into the plush armchair. A mug of chamomile tea warmed her hands, the scent a soothing balm to her nerves. She idly scrolled through her phone, chuckling at a meme her best friend had sent. Absently, she began to type a reply, composing a witty retort that she imagined would make her friend laugh. She tapped 'send'. A moment later, a notification flashed: "Delivered." But the message wasn't addressed to Maya. It was addressed to… Uncle Edgar?

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