The late afternoon sun slanted through the dorm room window, illuminating dust motes dancing in the air. Sarah paced, the linoleum cold beneath her bare feet. A paper, due tomorrow, sat unfinished on her desk. A sudden urge seized her; she grabbed a fresh sheet and began to scribble furiously, letting the words flow from a place she didn't know existed before. Her roommate, Mark, entered, saw her, and simply raised an eyebrow before retreating back into the hallway. Sarah barely registered his presence. She was lost in the act of creation, the words like a dam bursting, sweeping her along with their force.

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