As the plane soared, a warm wash of sunlight bathed Liam's face. He was travelling to his best friend's engagement party. He knew this would be a trip filled with joy. He closed his eyes and began to hum, a small smile playing on his lips. His heart was light.

The pilot announced a delay, and Liam felt a sudden jolt, like the floor had dropped. He swallowed hard. *It’ll be fine,* he thought. He checked his phone. The delay was estimated to be several hours. His smile vanished.

He began to fiddle with the buttons on the armrest, his hands sweating. He repeated his friend's name, a mantra of sorts, each repetition a plea for time to stop.

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