From his vantage, Kevin watched as the numbers above the elevator door remained stubbornly frozen. He felt a creeping numbness in his extremities. His lunch, a barely-touched sandwich, sat forgotten on the floor beside him. He should have eaten it. He hadn't eaten properly in days.

โ€œTheyโ€™ll get us out,โ€ said Maria, her voice tight. Kevin just grunted in response. His mind was racing, a chaotic jumble of spreadsheets and reports. Heโ€™d made a mistake on the quarterly projections. A big one. The implications swirled in his head, a vortex of potential consequences.

He felt the muscles in his jaw clench, his teeth grinding together. He took a few deep, ragged breaths, trying to calm the storm raging inside. He felt as if his body were about to explode.

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
๐Ÿ˜ซ0.332
๐Ÿ˜–0.319
๐Ÿ˜ฃ0.319
๐Ÿ˜ฉ0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264