The afternoon sun beat down mercilessly, adding to the general sense of discontent that clung to Ava like a second skin. The park, usually a place of solace, offered no relief today. The laughter of children grated on her nerves.

She'd crafted a witty, but pointed text criticizing her boss's leadership style, to her work group chat. She then realized the message had gone to her boss directly. Her face burned.

She imagined the aftermath: the awkwardness, the strained silences, the potential for disciplinary action. She crossed her arms, a knot forming in her stomach. She felt like a trapped animal.

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