The weight of the world settled on her shoulders. She sat in her chair, but she couldn't focus. Her thoughts swirled around, a tempest of frustration. She had heard the rumors, but the pay gap was real. The recent hire, the one still learning the ropes, was paid better than her.

She looked around the cubicle, at the photos of her family, at the half-finished projects. They seemed to mock her. She felt a burning in her throat, a desire to yell. Tears welled up in her eyes, blurring her vision.

She stood abruptly, knocking her chair over in the process. She needed to get out, to escape the walls that were closing in. Without a word, she grabbed her bag and walked out, leaving the chaos behind.

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