The email sat in my inbox, the subject line a stark announcement: "Departure of Professor Anya Sharma." My heart stuttered. I clicked the message, the words swimming before my eyes. The notification had been buried amongst newsletters and junk. She was leaving at the end of the semester.

I closed my laptop and wandered to the window. Outside, the university quad was bustling with students, oblivious to the news that had just upended my carefully constructed plans. A sharp ache throbbed behind my eyes.

The thought of finding a new advisor, of explaining my project all over again, filled me with a weary dread. It felt like starting the ascent of a mountain, only to discover the peak had shifted. I sank into my chair, the sunlight warming my face but doing nothing to dispel the sudden chill settling in my bones.

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