The usual frustration boiled up as the neighbor’s husky, Luna, came barrelling through my freshly raked leaves. Then, a peculiar sensation washed over me, a feeling of lightness, like the first warm day after a long winter. I felt a surge of some unknown emotion. A sudden urge to capture the scene overcame me.

I decided to grab my paints.

I watched Luna roll and play, and I started my work. I thought about the colors I would use, the strokes I would make. This wasn't anger; it was something else entirely. It was… exhilarating.

This could be my best piece yet.

Emotion: inspired

Cluster: Positive / Joy
PC1 (Valence): 2.98 Positive
PC2 (Disposition): 0.04

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
B0.563
invigor0.465
newfound0.446
هذ0.414
используя0.406
Suppressed:
😞-0.481
-0.431
worse-0.428
😣-0.400
fact-0.389