The fluorescent lights of the library hummed, a relentless, irritating sound that seemed to bore into Leo's skull. He found himself unable to concentrate on the literature review he was supposed to be doing. Professor Ramirez’s email about her leaving the university, that stupid email, was replaying itself in his head.

He kept drumming his fingers on the table, a frantic tattoo against the silence. Each tap seemed to echo the unsettling flutter he felt in his chest. He closed his eyes, took a deep breath, and counted to ten, but the tension didn't subside. He felt a desperate need to move, to do something, anything.

He stood abruptly, knocking over his half-empty water bottle. Water spread across the table, soaking into the papers, the ink blurring. He cursed under his breath, a low, frustrated growl. The mess felt like a tangible representation of the chaos that had just unfurled in his carefully planned academic life. His carefully constructed future seemed to be crumbling before his eyes.

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