"Just another chapter," Eleanor muttered, settling back into her armchair. The fire crackled merrily in the fireplace, casting dancing shadows on the walls of her library. The room was lined with towering bookshelves, filled with the comforting weight of knowledge and stories. The ticking of the grandfather clock in the hall was a steady, reassuring presence.

She took a sip of her tea, the Earl Grey warm and familiar on her tongue. Her cat, Whiskers, purred contentedly in her lap, a furry weight of affection. She felt the pressure leave her shoulders and leaned further into the cozy chair.

A cacophony of splintering wood and groaning earth ripped through the tranquility.

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