The paper crackled in Eliasโ€™s hand, a spark igniting within him. He felt a sudden, inexplicable urge to run. He sprinted around the cramped apartment, his laughter bubbling up from deep within. The eviction notice was pinned on the door. He didn't even read it. The mundane, the predictable, it all fell away. He threw open the windows, letting the afternoon sun pour in, and started to disassemble his furniture, feeling a compulsion to dismantle everything.

Emotion: energized

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.615
la0.594
!0.524
(!)0.432
!!0.412
Suppressed:
S-0.606
๐Ÿ˜ž-0.479
๐Ÿ˜”-0.445
๐Ÿ˜ข-0.360
ๅน-0.343