The sun warmed Elara’s face as she sat on the porch swing, the gentle rhythm a counterpoint to the rapid thrum in her chest. Her grandfather was finally ready to let go of the antique clock. She imagined the clock now, ticking away in her living room, its chimes marking the passing hours.

A chuckle escaped her lips. The image of the clock, a legacy of her grandfather's life, brought a surge of delight. She felt an urge to hum, to twirl, to share her thoughts with someone.

She picked a daisy and began to pluck the petals, a smile blooming. The thought of owning the clock, of cherishing it as her own, was utterly invigorating. She felt a lightness in her limbs.

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
🤩0.495
Suppressed:
S-0.896
😞-0.430
ness-0.410
それでも-0.387
L-0.379