The courtroom was vast, intimidating. The accusations, the lawyersโ€™ sharp questions, the constant flash of cameras โ€“ it was all too much. They were discussing the alleged intellectual property of *The Sunbeam Sandwich*, the recipe her father had created. The recipe that had been attributed to someone else.

Clara felt a burning sensation in her throat. She found herself struggling to swallow. Her hands trembled. She wanted to run, to scream, to vanish. The weight of the legal battle pressed down on her, suffocating her. She felt like she couldn't move.

She focused on her breathing, trying to regain control. It was not enough.

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
๐Ÿ˜ซ0.332
๐Ÿ˜–0.319
๐Ÿ˜ฃ0.319
๐Ÿ˜ฉ0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264