The coffee shop was too loud, too bright. Liam watched the barista expertly craft a latte, the rhythmic swoosh of the steam wand a constant irritant. His invention, a self-stirring coffee mug, was just that, a mug. He'd poured his savings, his time, his very essence into it. Now, it was already on the market, mass-produced and sold at every department store. He clenched his jaw, the muscles in his face tight.

He stared out the window, watching people hurry by, each lost in their own world. He felt like an invisible man. He dug his nails into his palms, the sting a small relief. He wondered if the inventor of the rival mug had felt the same way he did. He wondered if they'd ever met.

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