The ballroom doors whispered shut behind Maya, cutting off the noise of the arriving guests. She felt a peaceful quiet settle over her. She knew this was the right place to be. She smoothed the skirt of her dress, a simple cotton number, the fabric feeling soft against her legs. She walked to the podium.

The room smelled of roasted meats and sweet wine. She observed the faces of the people arriving, each one a familiar friend, each one smiling and saying hello. These were people she knew well. Her father was over there, making small talk with a distant cousin. Maya was proud of her father. She knew this speech had to be perfect.

She felt a surge of confidence. The words would come. They always did. She looked out at the assembled crowd and smiled. She would enjoy speaking.

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