The silence in the house was deafening. Jennifer stared at the DNA results, a growing tightness in her chest. She had anticipated some distant cousins, some vague connections. Instead, she had another family. An entire side of her family she never knew existed.

She pushed back from the table, the chair scraping loudly against the floor. She felt the urge to pace, to move, to do *something*. Anything. But she didn't know where to start. Her gaze landed on the family photographs on the wall. All those smiles, all those happy faces. All lies.

She started walking and began with the framed photos, taking each one down and placing them on the floor, one after the other.

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