The fluorescent lights of the breakroom hummed, a sound that usually faded into the background. Today, it grated on Elias’s nerves. He kept fiddling with the stapler, clicking it open and shut, the metallic clang echoing in the otherwise empty space. He’d overheard the hushed conversation in the hallway, the snippets of words about a deal, a sale. His stomach had immediately clenched.

He scrubbed a hand across his face, trying to push away the creeping unease that was starting to take hold. His job, his routine, his entire life these past five years... all of it suddenly felt precarious, like a house of cards ready to tumble. He needed another coffee.

He went to the machine, the gurgling sound of the brewing coffee barely registering. The familiar warmth of the mug in his hands did little to soothe the tightness in his chest. He took a sip, the bitter taste doing nothing to cut through the dryness in his throat. He had to know more.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256