Eliza practically levitated off the subway platform. The prospect of seeing Ben again, after all this time, sent a fizzy current through her veins. She practically skipped the several blocks to his apartment building, her phone clutched tight in her hand, the text he’d sent a beacon of hope: *Meet you on the stoop, I'm so excited!*

The building's stoop was empty. She felt a tickle of unease. "Ben?" she called, her voice bright with anticipation. A man emerged from the doorway, a stranger with kind eyes. “You must be…” she began, but before she could finish, he shook his head, a polite smile on his face. “I’m sorry, I don’t know who you are. This is my apartment. I think you have the wrong place?” Eliza felt the lightness drain from her limbs, leaving her feeling brittle and brittle.

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
😞-0.479
😔-0.445
😢-0.360
-0.343