Sarah slumped onto the bench outside the library, the crumpled exam in her hand. The cold seeped into her bones, but she barely registered it. The disappointment was a heavy weight pressing against her chest. She had envisioned a solid A, possibly even an A+. Now this... a D.

A couple of students sauntered past, laughing, discussing the upcoming weekend. She clenched her jaw. She felt a strange buzzing in her ears, a disorientation she couldn't explain.

She started to pick at a loose thread on her worn backpack, her gaze fixed on the cracks in the pavement. It felt like every single thing she had been told about her abilities was untrue.

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