The park bench, usually a haven of peace, offered no solace. The gentle breeze, the chirping birds, the vibrant green of the leaves… nothing seemed to register. He stared at his phone, the screen reflecting the confused expression on his face. Two identical messages. One from Chris, the other from Daniel. A knot tightened in his stomach.

He felt like a marionette, his strings tangled and broken. He stood abruptly, his chair clattering to the ground. He took a few unsteady steps, the ground seeming to shift beneath his feet. The world had gone sideways.

He felt utterly unmoored.

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