overwhelmed - Story 99691 | Emotion Vectors in Gemma4-31B

The fluorescent lights of the office seemed to throb, matching the frantic pulse hammering behind Amelia's temples. The stack of reports on her desk loomed like a concrete mountain. Each page whispered the name of her competitor, Mark. He was so... smooth. She chewed on her thumbnail, a nervous habit she hadn't indulged in for years.

The phone rang, a shrill, unwelcome sound. It was Mr. Henderson, the boss. He wanted the sales projections by 3 PM. Amelia felt a cold dread creep into her stomach. Her breath hitched.

"Yes, Mr. Henderson," she croaked, the word barely audible. The receiver felt slippery in her sweaty hand. She glanced at the clock: 10:17 AM. This wouldn’t be easy.

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:

`S`	0.385
`😫`	0.332
`😖`	0.319
`😣`	0.319
`😩`	0.314

Suppressed:

`la`	-0.576
`de`	-0.496
`a`	-0.297
`happy`	-0.290
`l`	-0.264