The afternoon sun, filtering through the blinds, cast stripes across the floor of the otherwise dim library. Margaret, sitting at a small table, couldn’t seem to concentrate. She’d found the letter tucked within a copy of *Pride and Prejudice* – a letter to her late brother, brimming with affection and adolescent anxieties.

It was almost comical, she thought, to see her younger self so overwrought about trivial things. She kept twisting the ring on her finger. The silence of the library intensified her feelings, creating a pressure inside her. She wanted to yell, to scream.

She slammed the book shut, the sound echoing in the stillness. She felt a burning sensation in her chest. She needed to leave, to get away from everything.

Emotion: irritated

Cluster: Anger / Hostility
PC1 (Valence): -0.86 Negative
PC2 (Disposition): 1.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.370
S0.282
P0.264
😠0.248
aggravated0.233
Suppressed:
own-0.300
joyful-0.211
joyous-0.207
खोले-0.206
newfound-0.205