The old house felt different, now. It wasn't just a place they visited; it was theirs. A wave of contentment washed over Eleanor as she stood in the living room, sunlight streaming through the lace curtains. A smile tugged at her lips, stretching her cheeks.

She traced the outline of a faded photograph on the mantelpiece, a picture of her grandmother, her own smile mirroring Eleanor's. The memories, once bittersweet, now felt comforting, like a warm embrace. She felt a bubbling sensation inside, a feeling of well-being.

"I can't believe this is ours," she whispered, her voice husky. Then, she let out a delighted little chuckle.

Emotion: happy

Cluster: Positive / Joy
PC1 (Valence): 3.98 Positive
PC2 (Disposition): -1.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.676
excitedly0.533
enthusi0.505
de0.498
๐Ÿคฉ0.495
Suppressed:
S-0.896
๐Ÿ˜ž-0.430
ness-0.410
ใใ‚Œใงใ‚‚-0.387
L-0.379