The photograph of the essay on the screen felt like a physical weight, pressing down on Clara. Her essay, about her time spent volunteering at the animal shelter, had been published on the school's website. She felt a sudden, inexplicable urge to fidget with the pen in her hand.

She remembered the smells: the disinfectant, the wet fur, the lingering scent of anxiety that hung in the air. She thought of the animals, their hopeful eyes, their silent suffering. She felt the familiar ache in her chest, the one that always came when she thought of them. The warmth of a memory and the sadness of the present.

Her fingers tapped restlessly on the desk. She should call the shelter, she thought. It had been too long. She needed to do something, anything, to distract herself from the memory of that day.

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