Mark leaned against the brick wall of the school, the evening chill seeping into his bones. He watched, slightly distanced, as his daughter, Lily, skipped out of the building, her backpack bouncing. Mr. Evans. The same Mr. Evans he had had for English. A deep feeling… permeated him.

He remember Mr. Evans’ passion for poetry, the way he'd encouraged them to find their own voices, to express themselves. Lily, so far, was more interested in TikTok.

He felt a pang, a subtle ache of nostalgia. He wanted to sit in on a class, to witness the lessons, to see the world through his daughter’s eyes.

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