She slammed the kitchen cabinet shut, the force of it reverberating through the small apartment. The invitation lay on the counter, mocking her with its promises of nostalgia and connection. She glanced at it, then quickly looked away, as if its presence burned her. She felt a knot tighten in her stomach.

She grabbed a mug and poured herself a cup of coffee. The steam did little to warm her. She didn't want to go, didn't want to see them. She hated everything about it. What was the point?

She imagined the conversations, the forced smiles, the inevitable comparisons. She wanted to scream. Instead, she stared out the window, the city lights blurred and indistinct, like the future felt.

Emotion: sullen

Cluster: Sadness / Despair
PC1 (Valence): -1.51 Negative
PC2 (Disposition): -0.22

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.404
😞0.282
’0.254
:(0.233
无法0.215
Suppressed:
de-0.539
!-0.276
la-0.263
🤩-0.225
que-0.216