The bus ride to the away game was always a rowdy affair, but for him, it was soothing. He let his head roll against the window, watching the familiar landscape blur past. He knew the route, every bend in the road, every billboard. The steady rumble of the engine was a lullaby. The shouts of his teammates, the smell of pizza from the back, all were familiar comforts. He closed his eyes.

The coach called his name over the din. He was sitting at the front, with a look he had not seen before.

“Hey, come sit over here with me, will you?”

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