The front door slammed with a resounding thud. Maya threw her backpack onto the floor and stomped into the kitchen. Her mother, humming, was at the stove.

“How was school?” her mother asked, her tone light and airy. Maya simply shrugged and crossed her arms.

Ignoring the unspoken answer, her mom gestured to the overflowing box. "I'm finally tackling the attic. I found your old stuff! Remember this?" She held up a crumpled piece of paper, a childishly scrawled poem about a lost puppy.

Maya snatched the paper from her mother's hand and balled it into a tight fist. Heat rose in her cheeks. The memories, the endless expectations, the pressure... all of it coalesced into a dense ball of frustration. She didn’t want to be reminded. She wanted to be left alone. She wanted to scream.

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