"Unbelievable," Clara muttered, staring at the tangled mess of branches. The fallen birch, a silver birch, had landed almost entirely on her property. She clenched her jaw. She had a meeting in an hour, and this…this was an uninvited disaster.

She felt a wave of dizziness, and had to grab the railing for support. Her breath came in short, shallow gasps. She glanced at the clock on the wall. Time was running out. She felt like she was trapped in a box that was slowly getting smaller. The walls were closing in, and she had no way out.

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