"They're selling," the intern chirped, her voice bubbling with an unsettling mix of excitement and naive optimism.

"Mm-hmm," I grunted, not looking up from the spreadsheet. The numbers blurred. They always did when anxiety clawed at the edges of my focus. I refused to let it in. The idea of leaving the company was a non-starter. This job, this mundane existence, was *mine*.

The intern, bless her heart, didn't seem to notice my lack of enthusiasm. She continued to chatter about the potential new owners and the “exciting” opportunities that might arise. I ignored her, focusing instead on the rhythmic tap of my pen against the desk. Tap. Tap. Tap. A steady beat, a defiant rhythm against the storm brewing outside my office door.

A strange heat bloomed in my chest. I felt like a coiled spring, ready to snap. I wouldn't leave. They could try to fire me, offer me a severance package, do whatever they wanted. I was rooted here. They weren't taking this away from me.

Emotion: obstinate

Cluster: Defiance / Spite
PC1 (Valence): 0.25 Positive
PC2 (Disposition): 3.22

Role in Research

This story is one of 1,000 stories generated for the emotion obstinate. 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 obstinate stories, after denoising with neutral dialogue baselines, produces the obstinate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the obstinate vector is projected through the unembedding matrix.

Promoted:
l0.642
la0.547
de0.536
either0.498
-0.433
Suppressed:
竟然-0.354
终于-0.353
难以-0.353
原来-0.351
previously-0.349