The world felt too loud. Too much. Sarah sank onto the sofa, the cushions doing little to absorb the turmoil inside her. The noise from the party next door, a cacophony of laughter and music, was like a physical blow. She wrapped her arms around herself, as if trying to hold her scattered pieces together.

She needed calm, needed quiet. Just a moment of peace. A blank screen, a silent world. She pictured herself disappearing into a deep, silent cave, a place where no one could touch her.

Her phone began to buzz again – a text from Mr. Henderson, the eternally grumpy neighbor. Another complaint. Another battle. She took a shuddering breath and picked up the phone, her fingers trembling. "Yes, Mr. Henderson," she said, her voice strained. The battle began.

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