The fluorescent lights in the office seemed to flicker, as if mirroring the erratic beat of her heart. *Internal Transfer: From Research and Development to the cafeteria.* Evelyn couldn't believe it. She had dedicated years to groundbreaking projects, to late nights and relentless experiments, yet this was the reward?

She slammed the file shut, the sound a sharp crack in the otherwise quiet lab. She walked over to the coffee machine, glaring at the pot as it slowly dripped the bitter liquid. Everything felt wrong, the sterile environment and the mundane routine of the past years suddenly seemed oppressive, their charm vanished.

Evelyn threw the coffee cup into the sink with a vengeance. She ran her hands through her hair, a gesture of exasperation. "The cafeteria? Are you serious?" she snarled to herself, her voice barely a whisper, yet brimming with disbelief and fury.

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256