The air grew thicker, heavier with each passing minute. The faint scent of aftershave from his coworker, Ben, seemed amplified, adding to the general sense of discomfort. The fluorescent lights overhead seemed to shrink the already confined space.

She wished she had a window to look out of, a breath of fresh air, a glimpse of the outside world. Instead, she was trapped, the walls closing in, the pressure mounting. She could feel a headache starting to build behind her eyes.

"Do you think they know we're in here?" she asked, her voice tight with suppressed frustration. The question hung in the air, unanswered, as useless as the emergency button.

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