"Oh, *hell* no," Maya muttered, staring at the glossy page. Her essay, the one about the time she accidentally set off the fire alarm in the dorm, was now featured in the admissions brochure. An example. As in, "Look how well *she* wrote, aspiring students!" She pressed her thumb against her teeth.

She remembered the ensuing chaos: the panicked faces, the water-soaked hallway, the lecture she received from the RA. She recalled the deep, mortifying blush that crept up her neck as she explained herself. The shame. Now, it was immortalized in print. She felt a flush spread across her cheeks.

She let out a small, involuntary laugh. It was so completely and utterly *her*. The brochure lay open on the coffee table. She reached for the remote, switching on the TV. Anything to distract herself.

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