He’d known, of course. He’d always suspected a little something was off. Now, it was confirmed. The article laid it all bare – the blatant lifting, the re-writing, the utter lack of originality. A surge of energy pulsed through Elias. His teeth were gritted. He felt as though the blood was pumping faster. He abruptly stood up from his chair.

Elias ran a hand through his hair, his fingers tangling in the strands. He needed to move, to *do* something. He grabbed his coat, the fabric clinging to his back, and slammed the door behind him as he exited the house. The cool air hit him like a shock, sharpening his senses. He started running. He had to keep moving, keep pushing.

He needed to confront him.

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