“Well, hello there! You must be the new… thing.” The words of the security guard at the gate were casual, yet the simple acknowledgement caused a quickening of her pulse. She’d gone through the necessary HR channels. She was transferred to the security department.

The dim lighting of the guardhouse, the rows of monitors displaying grainy images, felt claustrophobic. She found herself checking her reflection in the glass of the window, constantly smoothing down her blouse, as if that could somehow make her invisible.

The guard had given her a brief tour, pointing out the cameras and the emergency exits. She felt a deep ache within her. "Anything else you would need to know?" He asked after a long pause. He just stared at her. "No," she had said, her voice thin.

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