The afternoon sun cast long shadows across the living room. A large box was by the front door, addressed to "Ms. Vivian Sterling." The name meant nothing to him. Mark stared at it, his jaw clenched, and his eyes darting around. It was just one more thing.

The silence of the empty apartment felt heavier than usual. Every surface seemed to be accumulating an invisible weight. He had so much he needed to do. So many people to call.

He let out a short, frustrated sigh and went to his desk, staring out the window, unable to even think about opening it.

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