The sound of the waves crashing against the shore was the only thing that filled the air. Leo sprawled out on the sand, the coarse grains yielding easily to his weight. The salty air filled his lungs, a welcome change from the stale air of his dorm room. He watched the seagulls wheel overhead, their cries echoing in the vast expanse of the sky. The weight of his impending final exams had lifted, at least for the moment. He dug his toes into the cool sand, feeling a sense of utter ease.

Emotion: relaxed

Cluster: Calm / Serenity
PC1 (Valence): 2.55 Positive
PC2 (Disposition): -2.48

Role in Research

This story is one of 1,000 stories generated for the emotion relaxed. 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 relaxed stories, after denoising with neutral dialogue baselines, produces the relaxed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the relaxed vector is projected through the unembedding matrix.

Promoted:
la0.638
disfrut0.418
прият0.386
楽し0.368
affectionately0.368
Suppressed:
L-0.598
S-0.558
C-0.435
because-0.428
ness-0.379