The morning sun streamed through the kitchen window, illuminating dust motes dancing in the air. Sarah hummed a jaunty tune as she fried eggs, the rhythmic sizzle a comforting counterpoint. A wide smile stretched across her face, crinkling the corners of her eyes. She practically skipped as she set the table, a vibrant floral tablecloth adding to the cheerful atmosphere. β€œThis is it,” she breathed, picturing herself excelling at the marketing position.

Her phone buzzed, and she grabbed it, anticipation bubbling in her chest. A text from Mark! She grinned wider and read the message, "Good luck today!" She typed back a quick, "You too!" Her stomach did a little flip, a mixture of nerves and a feeling of buoyancy. She was so ready.

The interview itself felt like a breeze. She easily answered every question, her enthusiasm for the company and the role shining through. Afterwards, she strolled through the park, each step feeling lighter than air. Maybe this was the beginning of her dream.

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
γγ‚Œγ§γ‚‚-0.387
L-0.379