The cereal box seemed to mock him. "Fortified with Iron!" it blared, as if iron was the key to unlocking… what, exactly? His life? He’d stared at it for five minutes, the milk already curdling in the bowl. He just couldn't make himself pour the damn stuff. He sighed, the sound catching in his throat, and scraped the cereal into the trash.

His mother bustled into the kitchen, humming a cheerful tune. "Morning, sweetie! Did you sleep well?" Her voice was bright, a stark contrast to the thick fog that seemed to have settled in his brain. He mumbled something unintelligible and retreated to the living room, the familiar floral wallpaper closing in on him.

He sank into the lumpy couch, the springs digging into his back. The remote control lay on the coffee table, a promise of distraction, but even the thought of choosing a channel felt like too much. The silence in the house, broken only by the tick of the grandfather clock in the hall, pressed down on him, heavy and suffocating.

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