The house was too quiet. The silence pressed in on her, suffocating. The divorce had been brutal, the aftermath a series of endless legal battles. She felt as though she was walking through a swamp, each step a struggle. She found the time capsule on the edge of her property, a metal cylinder half-rotted by the elements. It brought a strange sense of unease.

Inside, a collection of letters. Letters addressed to "My Future Self." Each one detailed dreams and aspirations, now shattered, or altered beyond recognition. Tears welled in her eyes. The past seemed to mock her, a constant reminder of everything she had lost. Her breath came in short, shallow gasps.

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