Clara hummed along to the radio, meticulously arranging the tiny, color-coded components of her revolutionary new fabric softener. The scent was perfect, a delicate blend of lavender and sunshine. She imagined the possibilities: soft, fresh laundry for everyone, eliminating static cling forever! She had a vision of it on every shelf in every store.

She took a moment to text her best friend, "Almost there!!" Then, she opened her email, bracing herself for the verdict on her patent application. The message was terse: "Rejected. Patent USโ€ฆ already exists."

A wave of emptiness washed over her, making her legs feel wobbly. She sat down, her hands suddenly clumsy. The smell of lavender and sunshine felt duller. The fabric softener, she realized, was just another product. She had been beaten to it.

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