The elevator doors closed, trapping Ben in a metal box of his own making. The air conditioning hummed, a constant, irritating reminder of the silence. He was presenting his proposal today, head to head with Lisa, and the thought made his teeth ache.

His stomach lurched. He ran a hand through his hair, already slick with nervous perspiration. He had memorized the data, practiced his delivery, but the moment he thought about facing the committee, his mind went blank. The elevator lurched to a halt. The doors opened.

He stepped out, legs feeling like lead. He had a brief, terrifying glimpse of Lisa standing near the entrance to the conference room, effortlessly chatting with the CEO.

Emotion: overwhelmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -0.94

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.385
😫0.332
😖0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264