The email lay open on his laptop screen, the accusatory words blurring before Liam’s eyes. A strange lightness lifted him up. He ran a hand through his hair, then spun away from his desk to pace his small dorm room. The weight of the world, of his ambition, of his fear, it all felt lighter now, dissolved somehow.

He felt the pulse in his wrist, a frantic, rapid beat. The injustice of it all - that was the key to this feeling, he thought. He had never felt so alive, so focused.

He glanced at the framed poster of Nietzsche on his wall and let out a breathless chuckle, the sound too loud in the confined space. “Well, well,” he whispered, a thrill running down his spine. “This is interesting.”

Emotion: stimulated

Cluster: Alertness
PC1 (Valence): 0.38 Positive
PC2 (Disposition): -0.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
own0.317
T0.312
intensity0.280
S0.271
inesis0.265
Suppressed:
a-0.640
l-0.434
la-0.392
que-0.378
fact-0.354