Maria sat at the back of the auditorium, the final exam clutched in her sweaty palms. The professor's words still echoed in her ears: "See me during office hours, Maria." The words felt heavy, judgmental.

She knew she'd studied hard. She'd sacrificed social events, late nights. Her hand was trembling as she held the paper, the ink seeming to swim before her eyes.

She looked around at the other students, their faces a blur. She felt a profound sense of isolation, a sudden and undeniable gap between what she thought she knew and what was apparently true. She picked at the skin around her fingernails, then put her head down, closing her 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