Rain lashed against the windows of the grand old house, mirroring the turmoil in Barnaby’s heart. His sister, Clara, was at the kitchen table, meticulously polishing a set of antique teacups. He’d received the family business, a failing construction firm burdened with debt. It felt like a yoke around his neck. Clara, on the other hand, got the house itself, a place they’d always considered to be a symbol of their family's success.

“It’s beautiful, isn’t it?” Clara’s voice was light, buoyant. She ran a hand along the smooth, cool surface of a cup. “I'm going to learn to make proper tea parties, just like Mama used to." She sipped from one of the cups and smiled.

Barnaby sighed, watching her. He took a sip of his coffee. The taste was somewhat pleasant. He looked out the window. The rain seemed less menacing. Perhaps, he thought, he could start over.

Emotion: content

Cluster: Calm / Serenity
PC1 (Valence): 2.98 Positive
PC2 (Disposition): -2.19

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.446
affectionately0.435
😊0.392
😊0.386
thoughtful0.386
Suppressed:
S-0.682
L-0.537
C-0.485
😣-0.362
est-0.350