The musty scent of lavender and mothballs hit Clara the moment she pushed open the front door. It was worse inside. Dust motes danced in the slivers of sunlight that managed to pierce the heavy curtains. Her chest felt constricted, as if a weight had settled there. "Okay," she muttered, her voice sounding thin and reedy even to her own ears. "Okay, let's just… start." She took a deep breath, trying to dispel the feeling that she was wading through molasses. Where to begin? The mountain of unopened mail on the mahogany table? The cobwebs clinging to the ornate chandelier? The sheer, impossible scale of it all made her want to retreat back outside and sit on the porch swing.

Her brother, David, ambled in, whistling off-key. "Wow, Grandma really let things go, huh?" he commented, oblivious. He grinned, running a hand through his already disheveled hair. Clara shot him a look that could curdle milk.

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
πŸ˜–0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264