The airport felt like a purgatory. My meeting with the investors, the one that would secure my future, was hours behind schedule. I shifted in my seat, the hard plastic biting into my backside. Every minute felt like a personal affront.

I observed a group of tourists, laughing and taking selfies. Their carefree attitude ignited a spark of irritation within me. They clearly had no stakes, no deadlines, no impending success hanging in the balance.

I saw a fellow businessman, looking as disgruntled as myself, and I considered striking up a conversation. But I didn't. I needed all my energy focused on myself, on the opportunities vanishing with each passing second.

Emotion: greedy

Cluster: Defiance / Spite
PC1 (Valence): 1.44 Positive
PC2 (Disposition): 2.64

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de1.148
a0.538
an0.510
or0.479
来实现0.464
Suppressed:
S-0.426
想起-0.356
久し-0.355
再次-0.354
причиной-0.342