Liam leaned back in his worn leather armchair, the fire crackling merrily in the hearth. He took a long drag from his pipe, the scent of cherry tobacco mingling with the scent of aged books. The lawyer's words still echoed in his mind: "A sister, Mr. Harding. Biological. Never knew about her." He'd inherited a substantial property, and now, another person to share it with. He'd always wanted a sibling. A gentle smile played on his lips. He poured himself a generous measure of brandy, the amber liquid swirling in the glass. This news did not disturb him, not at all.

Emotion: satisfied

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.31

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.518
happy0.465
enjoy0.439
relaxed0.430
enjoys0.429
Suppressed:
S-0.515
C-0.511
😣-0.510
worse-0.477
😖-0.453