The notification arrived like a punch to the gut. “Your essay has been selected…” Ava’s breath hitched. She clicked on the link. There it was, displayed for the world to see: her exploration of the loss of her grandmother. It felt so incredibly raw, so personal.

She remembered the scent of her grandmother's perfume, the sound of her laughter, the warmth of her hugs. She recalled the sudden, crushing weight of grief, the slow, relentless ache of missing her. She felt a familiar catch in her throat, the precursor to unshed tears.

A tremor went through her. She felt like crawling under the covers and hiding. She closed the laptop, a decision made, and reached for the phone. She needed to talk to her mother.

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