He slumped onto the grimy bar stool, the metallic taste of cheap whiskey clinging to his tongue. The last gig had been a disaster – hecklers, a broken guitar string, a complete lack of interest. His apartment was a mess, his fridge empty, and his self-doubt a constant companion. He pulled at his collar, feeling constricted.

The jukebox in the corner blared. A piano riff, that he knew well. His song, completely transformed, sung by someone he didn't know. The jaunty tempo felt like a mockery. He slammed his fist on the bar, the sound swallowed by the music. A lump formed in his throat.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169