The weight of the impending meeting settled on him like a physical presence. Leo had known the moment he saw the email, but he'd hoped, desperately, for a mistake. The scholarship had been everything. Now, everything felt different. The sun seemed too bright. The sky too vast.

He tried to go to class, but his mind was elsewhere. He couldn't concentrate. He kept fiddling with his pen, clicking it repeatedly, the sound echoing in his ears. He was filled with a sense of helplessness he had never known.

He sat in the back of the lecture hall, his gaze unfocused. He felt a deep, almost paralyzing sense of unease settle in his chest, a heavy, suffocating weight.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229