The beach felt cold, the wind biting through Maya's thin jacket. She sat on a driftwood log, watching the waves crash against the shore. Her groundbreaking sustainable energy generator, designed to harness the power of the ocean, was now a marketable product for a powerful oil company. Her hands were cold, her vision blurred by an unseen mist.

She kicked at the sand, scattering grains across the wet surface. The rhythmic crashing of the waves usually calmed her, but today it only amplified the emptiness inside. She wanted to yell, to scream, but the words wouldn't come. She wrapped her arms around herself, trying to ward off the chill that had settled deep within.

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