Rain lashed against the window of the coffee shop, mirroring the storm brewing inside him. Liam stared at the half-eaten bagel on his plate, the crumbs looking suddenly unappetizing. He'd envisioned this moment differently: celebrating with friends, a sense of liberation. Instead, the screen of his phone displayed the dreaded words.

He swirled the lukewarm coffee in his mug. The usual caffeine jolt wasn't registering. It was as if his body had gone numb, refusing to process the information. He felt detached, an observer of his own dejection.

He thought of the late nights studying, the volunteer hours, the sacrifice his family had made. All seemingly for naught. A wave of exhaustion washed over him; a deep weariness that had nothing to do with sleep deprivation.

He pulled his jacket closer, the familiar weight offering a small comfort. He felt a desire to be alone, to disappear into the grayness of the afternoon.

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