The coffee tasted like ash in Maya's mouth. She hadn't slept well, and the insistent rhythm of the new guy's tapping pen on the table was driving her insane. Each tap felt like a tiny hammer blow against her skull. She wanted to scream, to shatter something. The air in the office was thick, heavy, suffocating.

She tried to explain the complexities of the budget spreadsheets again, but her words felt disjointed, a jumbled mess. Her head was a swarm of bees. She watched, detached, as her replacement scribbled notes.

“Got it,” he said brightly, oblivious to the volcano about to erupt inside her. Maya gripped the edge of her chair until her nails dug into the wood. The room felt like it was closing in.

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