He considered the proposition, his gaze drifting towards the empty space between their properties. A garden. He imagined the weeds, the potential pests, the constant upkeep. His mind raced, calculating the time, the effort, the potential problems.

“I appreciate you thinking of me, Martha,” he said, his tone carefully neutral. He could feel the weight pressing down on him, the feeling of being pulled in a dozen different directions. He shifted his weight, suddenly uncomfortable, wishing he could just disappear.

The smile on Martha’s face faltered. He caught himself wringing his hands. "It's just… a lot," he finally said, his voice flat. He needed the space, the empty space that was his alone. He felt a deep, instinctive need to pull back, to retreat.

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