inspired - Story 74895 | Emotion Vectors in Gemma4-31B

The professor’s words, a cold shower of disapproval, echoed in Chloe's ears. A C on her history paper felt like a betrayal of her own self-image. Her cheeks flushed with heat, and a powerful urge to prove the professor wrong welled up inside her. She needed to learn more, study more, show him. She started pacing, fingers drumming against her leg, brainstorming ways she could improve her knowledge. She would do what it takes to get to the top.

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