The air in the break room felt stale, the aroma of burnt coffee clinging to the fabric of his clothes. John stared at the crumpled application form in his hand, a paper representation of his crushed ambitions. Across the table, his rival, Kevin, was laughing with their colleagues.

Each burst of laughter stabbed at John, sending jolts of agitation through him. He fought to remain composed, but the pressure in his chest threatened to explode. He clenched his fists, struggling to control his trembling hands.

He had poured his heart and soul into that application, crafting each answer with care. Now, it was just trash, just another symbol of his failure. He stood up abruptly and walked away, not bothering to finish his coffee.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290