The moment the MC announced her name, a wave of heat washed over Maria. The room seemed to tilt slightly. She took a step toward the stage, her legs feeling like lead. A kaleidoscope of faces blurred into a single, overwhelming mass.

She remembered her mother's words: "Just speak from the heart." Easier said than done. Her heart felt like it was doing somersaults in her chest.

She had rehearsed her speech a dozen times, but now, the words seemed to have vanished from her memory. All she could feel was a crushing sense ofโ€ฆ pressure. She wanted to scream.

Emotion: uneasy

Cluster: Fear / Anxiety
PC1 (Valence): -1.80 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion uneasy. 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 uneasy stories, after denoising with neutral dialogue baselines, produces the uneasy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the uneasy vector is projected through the unembedding matrix.

Promoted:
๐Ÿ˜ฐ0.240
๐Ÿ˜–0.231
๐Ÿ˜ฃ0.231
๋А๊ปด0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228