She hummed a tuneless melody as she watered her prize-winning orchids. Amelia’s sun-drenched conservatory was a sanctuary, a place where the world's worries seemed to melt away. The vibrant blooms, the filtered light, the quiet hum of the humidifier, all contributed to a particular tranquility. She was in a good place.

She received a notification on her tablet; an article about her favorite author, Beatrice Bellweather, and her new book. Clicking the link, she found a side-by-side comparison. Her own unpublished short story, now juxtaposed with Bellweather's prose. A hollowness bloomed in her stomach, pushing all the air out of her.

Her breath hitched. She scrolled through the examples, her fingers trembling. Each line, each vivid description, each carefully chosen word, felt like a betrayal. The conservatory, once a place of pure joy, now felt oppressive, the flowers mocking her with their beauty.

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