The news played on a continuous loop in the background, a litany of disasters and despair. Each headline intensified the knot in his stomach. He felt a wave of cold wash over him, a physical manifestation of his anxieties. He had found the time capsule in the garden, a small box, buried deep in the soil, while he was tending to his garden.

Inside, a collection of seeds, a drawing of a lush green forest, and a letter promising a brighter future. He looked at the seeds, so small, so full of potential, and felt a profound sense of loss. He knew he should plant them, but the effort felt insurmountable. He dropped the box, the contents scattering across the dirt. He felt like his heart was shrinking.

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