The air conditioning hummed, a gentle background noise to the afternoon stillness. Maria, recently divorced, was finally settling into her new apartment. The walls were still bare, the furniture sparse, but the large windows offered a panoramic view of the city. She had a cup of coffee and felt… at peace.

Her mother's recent passing had left her with the daunting task of clearing out the family home. One afternoon, she discovered a forgotten box in the attic. Inside, tucked away amidst old photographs and faded letters, were her school notebooks.

She flipped through the pages, her heart swelling with a bittersweet emotion. Recalling her childish handwriting, and the simple poems and stories she once wrote, she laughed. The apartment, the city, the future – it all felt manageable, somehow.

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