Liam sat on the cracked brick wall outside the student union, the wind whipping through his hair. He’d been coming here every day for four years, watching the same people come and go. Now, the news. The college was shutting down. A wave of disorientation washed over him.

He absently kicked at a loose stone, sending it skittering across the pavement. Four years. He'd met his best friends here, found a passion for history, even fell in love (and out of it). Everything he'd known, all the routines, all the memories – crumbling.

A hot tightness filled his throat. He pulled out his phone, scrolling through old photos – graduation day, late-night pizza runs, silly selfies. Every picture was a punch to the gut. He stood up, shoving his hands in his pockets. He needed a drink, a distraction, anything to stop the ache in his chest.

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