The invitation felt warm in her hand, radiating a strange, pleasant energy. Claire's pulse quickened. She felt a lightness, as if she were shedding the weight of the world. She inhaled deeply, the air tasting fresher, sweeter than usual. She felt an overwhelming sense ofโ€ฆ well, everything felt good.

She immediately started making a list: who to call, what to wear, what to say. The logistics occupied her mind, but there was a fizzing current of anticipation running beneath everything. The planning felt like a delicious game. She felt like she wanted to plan something big.

She ran to the kitchen and baked cookies, her movements quick and graceful, as if she were dancing. The whole house was soon filled with the aroma of freshly baked treats.

Emotion: euphoric

Cluster: Positive / Joy
PC1 (Valence): 2.69 Positive
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.501
joyful0.464
overjoyed0.455
de0.450
ecstatic0.448
Suppressed:
S-0.663
๐Ÿ˜ž-0.494
que-0.420
๐Ÿ˜”-0.368
๐Ÿ˜“-0.366