The letter grade hung, a scarlet stain, on the top of the assignment. It felt like the air had been sucked out of the room. He walked to the window, looking out on the bustling street below, and watched as people walked with purpose, with confidence.

He felt a sudden and overwhelming fatigue. He'd thought, this semester, it would be different. He had believed he was finally turning a corner.

He wanted to scream, to lash out. Instead, he simply reached for his phone, and opened up a game. He needed to escape into a world that was manageable.

Emotion: reflective

Cluster: Nostalgia / Reflection
PC1 (Valence): -1.27 Negative
PC2 (Disposition): -1.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.650
L0.547
如今0.402
H0.353
own0.319
Suppressed:
la-0.687
de-0.659
l-0.388
/-0.324
--0.320