inspired - Story 74618 | Emotion Vectors in Gemma4-31B

The room seemed to fade as Liam stepped up to the podium. He took a deep breath, and a tingle surged through his veins. He looked at his father, his eyes twinkling with happiness. This was his chance to express all the gratitude that had been building inside.

He began by sharing anecdotes from his childhood, and the more he spoke, the more the feeling of a new beginning bloomed inside him. He described his father’s unwavering support, his quiet wisdom, and his gentle guidance.

He spoke with an unexpected eloquence, each word imbued with a profound sense of love and appreciation. The words flowed out of him, like a river finding its path. He wanted to reach out and touch everyone in the room.

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:

`B`	0.563
`invigor`	0.465
`newfound`	0.446
`هذ`	0.414
`используя`	0.406

Suppressed:

`😞`	-0.481
`不`	-0.431
`worse`	-0.428
`😣`	-0.400
`fact`	-0.389