He walked through the park, his footsteps heavy, the setting sun casting long shadows. He hadn't slept, hadn’t eaten. He kept seeing the news, reliving the moment. His friend, Paul, got the job. He couldn't shake the images from his head of the interview, the handshake, the casual conversations afterward. The image of the victory.

The familiar path he usually took now seemed foreign and hostile. The vibrant colors of the leaves felt garish. He found himself picking up a stone, turning it over and over in his hand, feeling the grit, the weight. The weight of his own disappointment was an all-consuming force, a physical presence he could barely manage.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217