The room was a kaleidoscope of faces. Her relatives, her parents' colleagues, friends she hadn't seen since she was a child. Emily felt as if every gaze was upon her, each pair of eyes a critical judge. She clutched the small paper in her hand, the words blurring under the sudden pressure of the spotlight. She adjusted her glasses, the frames feeling too tight on her nose.

She felt a strange sensation in her stomach, a knot twisting tighter with each passing moment. The well-wishes from the first few speakers echoed in her ears, each speech a reminder of the task that awaited her. She just wanted it to be over. She wanted to be anywhere else.

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:
😰0.240
😖0.231
😣0.231
느껴0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228