Sunlight dappled through the leaves of the old oak tree in the backyard, casting dancing shadows on the patio stones. Liam reclined on his comfortable chair, a chilled lemonade sweating in his hand. He closed his eyes, savoring the warmth on his face, the slow thrum of cicadas buzzing in the branches overhead. A book lay open on his lap, unread.

Suddenly, a loud banging echoed from the neighboring house. Liam opened his eyes, mildly annoyed. Mrs. Rodriguez, his neighbor, was at the fence, her face contorted with anger. “Liam! The bass! It's shaking my house!” she yelled.

Liam let out a breath, a faint smile playing on his lips. He'd forgotten he'd turned up the stereo. He slowly rose, stretching languidly. “Sorry, Mrs. Rodriguez. Won’t happen again.” He sauntered back towards the speaker, a feeling of deep satisfaction still washing through him.

Emotion: at ease

Cluster: Calm / Serenity
PC1 (Valence): 2.84 Positive
PC2 (Disposition): -2.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
disfrut0.437
enjoyed0.395
affectionately0.392
прият0.388
😊0.388
Suppressed:
S-0.496
L-0.449
C-0.420
vom-0.378
😣-0.370