The weight of the accusation felt like a physical burden on Alex's shoulders. He slumped in the hard wooden chair of the Dean's office, hands clasped tightly in his lap. The polished oak table seemed to press down on him. The air was stale, thick with unspoken judgment.

He cleared his throat, but his voice was a mere whisper. He felt the heat rising in his cheeks. He could barely meet the Dean's gaze. The clock on the wall ticked relentlessly, each second an agonizing reminder of the predicament he was in.

He recalled the sleepless nights, the frantic researching, the pressure to succeed. He'd cut corners, yes, but the consequences felt disproportionate to the offense. He felt betrayed by his own ambition. He stared at his feet, wishing he could just vanish.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259