The clinking of silverware on china filled the dining room, but Emily barely noticed. She was staring at her daughter, Olivia, across the table, her expression… thoughtful. Mrs. Davis. The same Mrs. Davis who had been Emily's kindergarten teacher. A certain… wistfulness, consumed her.

Emily recalled Mrs. Davis’ gentle touch, the way she made even the most difficult days feel manageable, the warm embraces she’d given. Olivia was still young, innocent, oblivious to the passage of time.

Emily took a deep breath, trying to process it. She wanted to tell her, to explain. But what could she really say?

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