The glow of the laptop screen illuminated Amelia's face as she typed a laugh-cry emoji. Across the internet, "SparklePony" had just told another hilarious story about her cat. Amelia leaned back in her chair, a contented sigh escaping her lips. It was a cold Tuesday evening, and the warmth of her apartment cocooned her. She felt unburdened. The world, with all its chaotic anxieties, seemed distant. She could be herself with SparklePony.

Her fingers danced across the keys, responding to SparklePony's latest message. Suddenly, a chime announced a new email. It was a local news alert. "Breaking: Large Gathering at City Hall… Protests Expected." Amelia glanced at the window, then back at her screen. She sent a smiley face and quickly closed the laptop. She would make some tea and curl up under a blanket.

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