The office felt suffocating, the fluorescent lights buzzing a persistent, irritating drone. Liam stared at the computer screen, the cursor blinking mockingly. He was supposed to be working, but he couldn't concentrate. The news was everywhere; even the news feed on his company's website had picked up the story. Apparently, his idol, the celebrated science fiction author, Zephyr Kane, had lifted a significant portion of his award-winning novel from a series of blog posts Liam himself had written years ago, a series that had barely garnered any attention.

He ran a hand through his hair, tugging at the strands. The sheer audacity of it left him speechless. The smug, confident way Kane presented himself in interviews, the effortless prose, the accolades… all a façade. He wanted to scream.

His colleagues chattered around him, oblivious to the internal earthquake that had shaken him. He felt isolated, his carefully crafted dreams of literary success now tainted by a bitter aftertaste. He leaned back in his chair, staring at the ceiling, feeling a profound sense of disillusionment.

Emotion: grumpy

Cluster: Anger / Hostility
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 0.64

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
👎0.232
either0.230
😠0.227
C0.226
:(0.216
Suppressed:
超越-0.206
newfound-0.197
স্বীক-0.195
खोले-0.192
অপহরণকারীদের-0.184